WEBVTT 00:00:13.000 --> 00:00:15.550 align:start position:0% <00:00:13.000>WELCOME <00:00:13.280>BACK. <00:00:13.560>WOW, <00:00:13.840>IT'S <00:00:14.120>LIKE <00:00:14.400>SEVEN 00:00:15.550 --> 00:00:15.560 align:start position:0% <00:00:15.550>WELCOME <00:00:15.551>BACK. <00:00:15.553>WOW, <00:00:15.555>IT'S <00:00:15.557>LIKE <00:00:15.559>SEVEN 00:00:15.560 --> 00:00:18.070 align:start position:0% <00:00:15.560>WELCOME <00:00:15.676>BACK. <00:00:15.793>WOW, <00:00:15.910>IT'S <00:00:16.026>LIKE <00:00:16.143>SEVEN <00:00:16.260>PEOPLE. <00:00:16.376>HEY, <00:00:16.493>WELCOME <00:00:16.610>BACK. <00:00:16.726>Uh <00:00:16.843>this <00:00:16.960>next 00:00:18.070 --> 00:00:18.080 align:start position:0% <00:00:18.070>PEOPLE. <00:00:18.071>HEY, <00:00:18.073>WELCOME <00:00:18.074>BACK. <00:00:18.076>Uh <00:00:18.077>this <00:00:18.078>next 00:00:18.080 --> 00:00:19.750 align:start position:0% <00:00:18.080>PEOPLE. <00:00:18.180>HEY, <00:00:18.279>WELCOME <00:00:18.380>BACK. <00:00:18.479>Uh <00:00:18.580>this <00:00:18.680>next <00:00:18.779>talk, <00:00:18.880>I <00:00:18.979>don't <00:00:19.080>know <00:00:19.180>why <00:00:19.279>there's <00:00:19.380>not <00:00:19.479>more 00:00:19.750 --> 00:00:19.760 align:start position:0% <00:00:19.750>talk, <00:00:19.751>I <00:00:19.752>don't <00:00:19.753>know <00:00:19.755>why <00:00:19.756>there's <00:00:19.757>not <00:00:19.759>more 00:00:19.760 --> 00:00:21.190 align:start position:0% <00:00:19.760>talk, <00:00:19.859>I <00:00:19.958>don't <00:00:20.057>know <00:00:20.156>why <00:00:20.255>there's <00:00:20.354>not <00:00:20.453>more <00:00:20.552>people <00:00:20.651>here. <00:00:20.750>Honestly, <00:00:20.849>it's <00:00:20.948>a <00:00:21.047>wonderful 00:00:21.190 --> 00:00:21.200 align:start position:0% <00:00:21.190>people <00:00:21.191>here. <00:00:21.193>Honestly, <00:00:21.195>it's <00:00:21.197>a <00:00:21.198>wonderful 00:00:21.200 --> 00:00:22.710 align:start position:0% <00:00:21.200>people <00:00:21.313>here. <00:00:21.426>Honestly, <00:00:21.539>it's <00:00:21.653>a <00:00:21.766>wonderful <00:00:21.879>talk <00:00:21.992>and <00:00:22.106>I'm <00:00:22.219>very <00:00:22.332>excited <00:00:22.445>about <00:00:22.559>it 00:00:22.710 --> 00:00:22.720 align:start position:0% <00:00:22.710>talk <00:00:22.711>and <00:00:22.713>I'm <00:00:22.714>very <00:00:22.716>excited <00:00:22.717>about <00:00:22.718>it 00:00:22.720 --> 00:00:25.830 align:start position:0% <00:00:22.720>talk <00:00:22.836>and <00:00:22.953>I'm <00:00:23.070>very <00:00:23.186>excited <00:00:23.303>about <00:00:23.419>it <00:00:23.536>because <00:00:23.653>it's <00:00:23.770>about <00:00:23.886>Kubernetes <00:00:24.003>but <00:00:24.119>for 00:00:25.830 --> 00:00:25.840 align:start position:0% <00:00:25.830>because <00:00:25.831>it's <00:00:25.833>about <00:00:25.835>Kubernetes <00:00:25.837>but <00:00:25.839>for 00:00:25.840 --> 00:00:29.470 align:start position:0% <00:00:25.840>because 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<00:00:31.887>allocate <00:00:32.014>schedule <00:00:32.141>GPU <00:00:32.269>resources <00:00:32.396>across <00:00:32.523>your <00:00:32.650>Kubernetes <00:00:32.778>cluster. <00:00:32.905>It <00:00:33.032>is <00:00:33.160>so 00:00:33.390 --> 00:00:33.400 align:start position:0% <00:00:33.390>across <00:00:33.391>your <00:00:33.393>Kubernetes <00:00:33.394>cluster. <00:00:33.396>It <00:00:33.397>is <00:00:33.399>so 00:00:33.400 --> 00:00:35.230 align:start position:0% <00:00:33.400>across <00:00:33.507>your <00:00:33.615>Kubernetes <00:00:33.723>cluster. <00:00:33.830>It <00:00:33.938>is <00:00:34.046>so <00:00:34.153>cool <00:00:34.261>and <00:00:34.369>can <00:00:34.476>really <00:00:34.584>help <00:00:34.692>you <00:00:34.800>transform 00:00:35.230 --> 00:00:35.240 align:start position:0% <00:00:35.230>cool <00:00:35.231>and <00:00:35.233>can <00:00:35.234>really <00:00:35.236>help <00:00:35.237>you <00:00:35.239>transform 00:00:35.240 --> 00:00:36.510 align:start position:0% <00:00:35.240>cool <00:00:35.343>and <00:00:35.447>can <00:00:35.551>really <00:00:35.655>help <00:00:35.759>you <00:00:35.863>transform <00:00:35.967>machine <00:00:36.071>learning <00:00:36.175>workloads <00:00:36.279>among <00:00:36.382>other 00:00:36.510 --> 00:00:36.520 align:start position:0% <00:00:36.510>machine <00:00:36.512>learning <00:00:36.514>workloads <00:00:36.516>among <00:00:36.519>other 00:00:36.520 --> 00:00:38.230 align:start position:0% <00:00:36.520>machine <00:00:36.636>learning <00:00:36.753>workloads <00:00:36.870>among <00:00:36.986>other <00:00:37.103>things. <00:00:37.220>But <00:00:37.336>I'm <00:00:37.453>not <00:00:37.570>here <00:00:37.686>to <00:00:37.803>spoil <00:00:37.920>it. 00:00:38.230 --> 00:00:38.240 align:start position:0% <00:00:38.230>things. <00:00:38.231>But <00:00:38.232>I'm <00:00:38.233>not <00:00:38.235>here <00:00:38.236>to <00:00:38.237>spoil <00:00:38.239>it. 00:00:38.240 --> 00:00:39.790 align:start position:0% <00:00:38.240>things. <00:00:38.347>But <00:00:38.454>I'm <00:00:38.561>not <00:00:38.669>here <00:00:38.776>to <00:00:38.883>spoil <00:00:38.991>it. <00:00:39.098>Our <00:00:39.205>next <00:00:39.313>speaker <00:00:39.420>Our <00:00:39.527>next <00:00:39.635>speaker, 00:00:39.790 --> 00:00:39.800 align:start position:0% <00:00:39.790>Our <00:00:39.791>next <00:00:39.793>speaker <00:00:39.795>Our <00:00:39.797>next <00:00:39.799>speaker, 00:00:39.800 --> 00:00:41.390 align:start position:0% <00:00:39.800>Our <00:00:39.907>next <00:00:40.015>speaker <00:00:40.123>Our <00:00:40.230>next <00:00:40.338>speaker, <00:00:40.446>Piotr, <00:00:40.553>is <00:00:40.661>going <00:00:40.769>to <00:00:40.876>do <00:00:40.984>that. <00:00:41.092>So <00:00:41.199>please, 00:00:41.390 --> 00:00:41.400 align:start position:0% <00:00:41.390>Piotr, <00:00:41.391>is <00:00:41.392>going <00:00:41.393>to <00:00:41.395>do <00:00:41.396>that. <00:00:41.397>So <00:00:41.399>please, 00:00:41.400 --> 00:00:42.950 align:start position:0% <00:00:41.400>Piotr, <00:00:41.507>is <00:00:41.614>going <00:00:41.721>to <00:00:41.829>do <00:00:41.936>that. <00:00:42.043>So <00:00:42.151>please, <00:00:42.258>your <00:00:42.365>biggest <00:00:42.473>round <00:00:42.580>of <00:00:42.687>applause <00:00:42.795>for 00:00:42.950 --> 00:00:42.960 align:start position:0% <00:00:42.950>your <00:00:42.951>biggest <00:00:42.953>round <00:00:42.955>of <00:00:42.957>applause <00:00:42.959>for 00:00:42.960 --> 00:00:50.990 align:start position:0% <00:00:42.960>your <00:00:43.160>biggest <00:00:43.360>round <00:00:43.560>of <00:00:43.760>applause <00:00:43.960>for <00:00:44.160>Piotr, <00:00:44.360>everybody. 00:00:51.000 --> 00:00:53.430 align:start position:0% <00:00:51.000>>> <00:00:51.233>All <00:00:51.466>right. <00:00:51.700>Welcome, <00:00:51.933>everyone. <00:00:52.166>Thank <00:00:52.400>you 00:00:53.430 --> 00:00:53.440 align:start position:0% <00:00:53.430>>> <00:00:53.431>All <00:00:53.433>right. <00:00:53.434>Welcome, <00:00:53.436>everyone. <00:00:53.437>Thank <00:00:53.439>you 00:00:53.440 --> 00:00:55.950 align:start position:0% <00:00:53.440>>> <00:00:53.540>All <00:00:53.640>right. <00:00:53.739>Welcome, <00:00:53.839>everyone. <00:00:53.940>Thank <00:00:54.040>you <00:00:54.140>so <00:00:54.239>much <00:00:54.339>for <00:00:54.440>attending <00:00:54.540>to <00:00:54.640>my <00:00:54.739>talk. <00:00:54.839>My 00:00:55.950 --> 00:00:55.960 align:start position:0% <00:00:55.950>so <00:00:55.951>much <00:00:55.952>for <00:00:55.953>attending <00:00:55.955>to <00:00:55.956>my <00:00:55.957>talk. <00:00:55.959>My 00:00:55.960 --> 00:00:58.110 align:start position:0% <00:00:55.960>so <00:00:56.053>much <00:00:56.146>for <00:00:56.240>attending <00:00:56.333>to <00:00:56.426>my <00:00:56.520>talk. <00:00:56.613>My <00:00:56.706>name <00:00:56.800>is <00:00:56.893>Piotr <00:00:56.986>and <00:00:57.080>we're <00:00:57.173>going <00:00:57.266>to <00:00:57.360>talk 00:00:58.110 --> 00:00:58.120 align:start position:0% <00:00:58.110>name <00:00:58.111>is <00:00:58.112>Piotr <00:00:58.113>and <00:00:58.115>we're <00:00:58.116>going <00:00:58.117>to <00:00:58.119>talk 00:00:58.120 --> 00:01:00.910 align:start position:0% <00:00:58.120>name <00:00:58.236>is <00:00:58.353>Piotr <00:00:58.470>and <00:00:58.586>we're <00:00:58.703>going <00:00:58.820>to <00:00:58.936>talk <00:00:59.053>about <00:00:59.169>Kubernetes <00:00:59.286>v <00:00:59.403>cluster <00:00:59.519>and 00:01:00.910 --> 00:01:00.920 align:start position:0% <00:01:00.910>about <00:01:00.912>Kubernetes <00:01:00.914>v <00:01:00.916>cluster <00:01:00.919>and 00:01:00.920 --> 00:01:03.230 align:start position:0% <00:01:00.920>about <00:01:01.120>Kubernetes <00:01:01.320>v <00:01:01.520>cluster <00:01:01.720>and <00:01:01.920>scheduling <00:01:02.120>GPU <00:01:02.320>pods. 00:01:03.230 --> 00:01:03.240 align:start position:0% <00:01:03.230>scheduling <00:01:03.234>GPU <00:01:03.239>pods. 00:01:03.240 --> 00:01:05.150 align:start position:0% <00:01:03.240>scheduling <00:01:03.380>GPU <00:01:03.520>pods. <00:01:03.660>So <00:01:03.800>maybe <00:01:03.940>before <00:01:04.080>we <00:01:04.220>start, <00:01:04.360>can <00:01:04.500>give <00:01:04.640>a 00:01:05.150 --> 00:01:05.160 align:start position:0% <00:01:05.150>So <00:01:05.151>maybe <00:01:05.152>before <00:01:05.153>we <00:01:05.155>start, <00:01:05.156>can <00:01:05.157>give <00:01:05.158>a 00:01:05.160 --> 00:01:07.550 align:start position:0% <00:01:05.160>So <00:01:05.253>maybe <00:01:05.346>before <00:01:05.440>we <00:01:05.533>start, <00:01:05.626>can <00:01:05.720>give <00:01:05.813>a <00:01:05.906>show <00:01:06.000>of <00:01:06.093>hands <00:01:06.186>if <00:01:06.280>you <00:01:06.373>worked <00:01:06.466>with <00:01:06.560>v 00:01:07.550 --> 00:01:07.560 align:start position:0% <00:01:07.550>show <00:01:07.551>of <00:01:07.552>hands <00:01:07.553>if <00:01:07.555>you <00:01:07.556>worked <00:01:07.557>with <00:01:07.559>v 00:01:07.560 --> 00:01:09.150 align:start position:0% <00:01:07.560>show <00:01:07.660>of <00:01:07.760>hands <00:01:07.860>if <00:01:07.960>you <00:01:08.060>worked <00:01:08.160>with <00:01:08.260>v <00:01:08.360>cluster <00:01:08.460>previously, <00:01:08.560>if <00:01:08.660>you <00:01:08.760>know <00:01:08.860>what <00:01:08.960>it 00:01:09.150 --> 00:01:09.160 align:start position:0% <00:01:09.150>cluster <00:01:09.151>previously, <00:01:09.153>if <00:01:09.154>you <00:01:09.156>know <00:01:09.157>what <00:01:09.158>it 00:01:09.160 --> 00:01:10.030 align:start position:0% <00:01:09.160>cluster <00:01:09.271>previously, <00:01:09.383>if <00:01:09.495>you <00:01:09.607>know <00:01:09.719>what <00:01:09.831>it <00:01:09.943>is. 00:01:10.030 --> 00:01:10.040 align:start position:0% is. 00:01:10.040 --> 00:01:12.670 align:start position:0% <00:01:10.039>is. <00:01:10.240>All <00:01:10.440>right. <00:01:10.639>Oh, <00:01:10.839>a <00:01:11.039>few <00:01:11.240>people. <00:01:11.440>Great. 00:01:12.670 --> 00:01:12.680 align:start position:0% <00:01:12.670>All <00:01:12.671>right. <00:01:12.673>Oh, <00:01:12.674>a <00:01:12.676>few <00:01:12.677>people. <00:01:12.679>Great. 00:01:12.680 --> 00:01:15.870 align:start position:0% <00:01:12.680>All <00:01:12.787>right. <00:01:12.895>Oh, <00:01:13.003>a <00:01:13.110>few <00:01:13.218>people. <00:01:13.326>Great. <00:01:13.433>So <00:01:13.541>this <00:01:13.649>should <00:01:13.756>be <00:01:13.864>familiar <00:01:13.972>to <00:01:14.080>you. 00:01:15.870 --> 00:01:15.880 align:start position:0% <00:01:15.870>So <00:01:15.871>this <00:01:15.873>should <00:01:15.874>be <00:01:15.876>familiar <00:01:15.877>to <00:01:15.878>you. 00:01:15.880 --> 00:01:17.670 align:start position:0% <00:01:15.880>So <00:01:15.973>this <00:01:16.066>should <00:01:16.160>be <00:01:16.253>familiar <00:01:16.346>to <00:01:16.440>you. <00:01:16.533>First <00:01:16.626>of <00:01:16.720>all, <00:01:16.813>a <00:01:16.906>little <00:01:17.000>bit <00:01:17.093>about <00:01:17.186>me. <00:01:17.280>You 00:01:17.670 --> 00:01:17.680 align:start position:0% <00:01:17.670>First <00:01:17.671>of <00:01:17.672>all, <00:01:17.673>a <00:01:17.674>little <00:01:17.675>bit <00:01:17.676>about <00:01:17.677>me. <00:01:17.679>You 00:01:17.680 --> 00:01:19.430 align:start position:0% <00:01:17.680>First <00:01:17.767>of <00:01:17.855>all, <00:01:17.942>a <00:01:18.030>little <00:01:18.117>bit <00:01:18.205>about <00:01:18.292>me. <00:01:18.380>You <00:01:18.467>can <00:01:18.555>snap <00:01:18.642>this <00:01:18.730>QR <00:01:18.817>code. <00:01:18.905>It <00:01:18.992>should <00:01:19.080>take 00:01:19.430 --> 00:01:19.440 align:start position:0% <00:01:19.430>can <00:01:19.431>snap <00:01:19.432>this <00:01:19.433>QR <00:01:19.435>code. <00:01:19.436>It <00:01:19.437>should <00:01:19.439>take 00:01:19.440 --> 00:01:22.070 align:start position:0% <00:01:19.440>can <00:01:19.527>snap <00:01:19.615>this <00:01:19.702>QR <00:01:19.789>code. <00:01:19.877>It <00:01:19.965>should <00:01:20.052>take <00:01:20.140>you <00:01:20.227>to <00:01:20.315>my <00:01:20.402>LinkedIn <00:01:20.490>or <00:01:20.577>some <00:01:20.664>of <00:01:20.752>my <00:01:20.840>social 00:01:22.070 --> 00:01:22.080 align:start position:0% <00:01:22.070>you <00:01:22.071>to <00:01:22.072>my <00:01:22.073>LinkedIn <00:01:22.074>or <00:01:22.075>some <00:01:22.076>of <00:01:22.077>my <00:01:22.079>social 00:01:22.080 --> 00:01:23.910 align:start position:0% <00:01:22.080>you <00:01:22.173>to <00:01:22.266>my <00:01:22.360>LinkedIn <00:01:22.453>or <00:01:22.546>some <00:01:22.640>of <00:01:22.733>my <00:01:22.826>social <00:01:22.920>are <00:01:23.013>below <00:01:23.106>there. <00:01:23.200>Would <00:01:23.293>be <00:01:23.386>excited <00:01:23.480>to 00:01:23.910 --> 00:01:23.920 align:start position:0% <00:01:23.910>are <00:01:23.911>below <00:01:23.913>there. <00:01:23.914>Would <00:01:23.916>be <00:01:23.917>excited <00:01:23.919>to 00:01:23.920 --> 00:01:25.750 align:start position:0% <00:01:23.920>are <00:01:24.060>below <00:01:24.200>there. <00:01:24.340>Would <00:01:24.480>be <00:01:24.620>excited <00:01:24.760>to <00:01:24.900>connect <00:01:25.040>with <00:01:25.180>you <00:01:25.320>guys. 00:01:25.750 --> 00:01:25.760 align:start position:0% <00:01:25.750>connect <00:01:25.753>with <00:01:25.756>you <00:01:25.759>guys. 00:01:25.760 --> 00:01:27.310 align:start position:0% <00:01:25.760>connect <00:01:25.876>with <00:01:25.992>you <00:01:26.108>guys. <00:01:26.225>I <00:01:26.341>worked <00:01:26.457>at <00:01:26.573>v <00:01:26.690>cluster <00:01:26.806>as <00:01:26.922>a <00:01:27.038>head <00:01:27.155>of 00:01:27.310 --> 00:01:27.320 align:start position:0% <00:01:27.310>I <00:01:27.311>worked <00:01:27.312>at <00:01:27.313>v <00:01:27.314>cluster <00:01:27.315>as <00:01:27.316>a <00:01:27.317>head <00:01:27.318>of 00:01:27.320 --> 00:01:30.030 align:start position:0% <00:01:27.320>I <00:01:27.427>worked <00:01:27.535>at <00:01:27.643>v <00:01:27.750>cluster <00:01:27.858>as <00:01:27.966>a <00:01:28.073>head <00:01:28.181>of <00:01:28.289>engineering <00:01:28.396>enablement, <00:01:28.504>which <00:01:28.612>is <00:01:28.720>fancy 00:01:30.030 --> 00:01:30.040 align:start position:0% <00:01:30.030>engineering <00:01:30.032>enablement, <00:01:30.034>which <00:01:30.036>is <00:01:30.038>fancy 00:01:30.040 --> 00:01:32.190 align:start position:0% <00:01:30.039>engineering <00:01:30.167>enablement, <00:01:30.294>which <00:01:30.421>is <00:01:30.549>fancy <00:01:30.676>name <00:01:30.803>for <00:01:30.930>a <00:01:31.058>platform <00:01:31.185>team. <00:01:31.312>I've <00:01:31.440>been 00:01:32.190 --> 00:01:32.200 align:start position:0% <00:01:32.190>name <00:01:32.191>for <00:01:32.193>a <00:01:32.194>platform <00:01:32.196>team. <00:01:32.197>I've <00:01:32.199>been 00:01:32.200 --> 00:01:35.590 align:start position:0% <00:01:32.200>name <00:01:32.300>for <00:01:32.400>a <00:01:32.500>platform <00:01:32.600>team. <00:01:32.700>I've <00:01:32.800>been <00:01:32.900>doing <00:01:33.000>platform <00:01:33.100>and <00:01:33.200>SRE <00:01:33.300>for <00:01:33.400>quite <00:01:33.500>a <00:01:33.600>while 00:01:35.590 --> 00:01:35.600 align:start position:0% <00:01:35.590>doing <00:01:35.591>platform <00:01:35.592>and <00:01:35.593>SRE <00:01:35.595>for <00:01:35.596>quite <00:01:35.597>a <00:01:35.598>while 00:01:35.600 --> 00:01:37.310 align:start position:0% <00:01:35.600>doing <00:01:35.699>platform <00:01:35.800>and <00:01:35.899>SRE <00:01:36.000>for <00:01:36.100>quite <00:01:36.199>a <00:01:36.300>while <00:01:36.399>and <00:01:36.500>also <00:01:36.600>DevOps <00:01:36.699>when <00:01:36.800>it <00:01:36.899>was <00:01:37.000>still 00:01:37.310 --> 00:01:37.320 align:start position:0% <00:01:37.310>and <00:01:37.311>also <00:01:37.313>DevOps <00:01:37.314>when <00:01:37.316>it <00:01:37.317>was <00:01:37.318>still 00:01:37.320 --> 00:01:39.070 align:start position:0% <00:01:37.320>and <00:01:37.520>also <00:01:37.720>DevOps <00:01:37.919>when <00:01:38.119>it <00:01:38.320>was <00:01:38.520>still <00:01:38.720>popular. 00:01:39.070 --> 00:01:39.080 align:start position:0% popular. 00:01:39.080 --> 00:01:41.950 align:start position:0% <00:01:39.080>popular. <00:01:39.255>And <00:01:39.429>working <00:01:39.605>at <00:01:39.780>a <00:01:39.955>startup <00:01:40.130>in <00:01:40.304>a <00:01:40.480>very 00:01:41.950 --> 00:01:41.960 align:start position:0% <00:01:41.950>And <00:01:41.951>working <00:01:41.952>at <00:01:41.953>a <00:01:41.955>startup <00:01:41.956>in <00:01:41.957>a <00:01:41.959>very 00:01:41.960 --> 00:01:43.990 align:start position:0% <00:01:41.960>And <00:01:42.087>working <00:01:42.214>at <00:01:42.341>a <00:01:42.469>startup <00:01:42.596>in <00:01:42.723>a <00:01:42.850>very <00:01:42.978>fast-paced <00:01:43.105>environment, <00:01:43.232>especially <00:01:43.360>with 00:01:43.990 --> 00:01:44.000 align:start position:0% <00:01:43.990>fast-paced <00:01:43.993>environment, <00:01:43.996>especially <00:01:43.999>with 00:01:44.000 --> 00:01:45.270 align:start position:0% <00:01:44.000>fast-paced <00:01:44.285>environment, <00:01:44.571>especially <00:01:44.857>with <00:01:45.143>AI, 00:01:45.270 --> 00:01:45.280 align:start position:0% AI, 00:01:45.280 --> 00:01:48.470 align:start position:0% <00:01:45.280>AI, <00:01:45.435>now <00:01:45.591>this <00:01:45.746>is <00:01:45.902>quite <00:01:46.057>a <00:01:46.213>challenge. <00:01:46.368>So <00:01:46.524>one <00:01:46.680>of 00:01:48.470 --> 00:01:48.480 align:start position:0% <00:01:48.470>now <00:01:48.471>this <00:01:48.472>is <00:01:48.473>quite <00:01:48.474>a <00:01:48.475>challenge. <00:01:48.476>So <00:01:48.477>one <00:01:48.478>of 00:01:48.480 --> 00:01:51.310 align:start position:0% <00:01:48.479>now <00:01:48.579>this <00:01:48.679>is <00:01:48.779>quite <00:01:48.880>a <00:01:48.979>challenge. <00:01:49.079>So <00:01:49.179>one <00:01:49.279>of <00:01:49.380>those <00:01:49.479>challenges <00:01:49.579>is <00:01:49.679>how <00:01:49.779>do <00:01:49.880>we 00:01:51.310 --> 00:01:51.320 align:start position:0% <00:01:51.310>those <00:01:51.311>challenges <00:01:51.313>is <00:01:51.315>how <00:01:51.317>do <00:01:51.318>we 00:01:51.320 --> 00:01:53.430 align:start position:0% <00:01:51.320>those <00:01:51.460>challenges <00:01:51.600>is <00:01:51.740>how <00:01:51.880>do <00:01:52.020>we <00:01:52.160>take <00:01:52.300>something <00:01:52.440>as <00:01:52.580>complicated <00:01:52.720>as 00:01:53.430 --> 00:01:53.440 align:start position:0% <00:01:53.430>take <00:01:53.432>something <00:01:53.434>as <00:01:53.436>complicated <00:01:53.439>as 00:01:53.440 --> 00:01:54.950 align:start position:0% <00:01:53.440>take <00:01:53.711>something <00:01:53.983>as <00:01:54.255>complicated <00:01:54.527>as <00:01:54.799>Kubernetes 00:01:54.950 --> 00:01:54.960 align:start position:0% Kubernetes 00:01:54.960 --> 00:01:57.830 align:start position:0% <00:01:54.960>Kubernetes <00:01:55.135>and <00:01:55.310>how <00:01:55.485>we <00:01:55.660>make <00:01:55.835>sure <00:01:56.010>that <00:01:56.185>we <00:01:56.360>can 00:01:57.830 --> 00:01:57.840 align:start position:0% <00:01:57.830>and <00:01:57.831>how <00:01:57.832>we <00:01:57.833>make <00:01:57.835>sure <00:01:57.836>that <00:01:57.837>we <00:01:57.839>can 00:01:57.840 --> 00:02:01.750 align:start position:0% <00:01:57.840>and <00:01:57.927>how <00:01:58.015>we <00:01:58.102>make <00:01:58.190>sure <00:01:58.277>that <00:01:58.365>we <00:01:58.452>can <00:01:58.540>give <00:01:58.627>sandboxes <00:01:58.715>or <00:01:58.802>slice <00:01:58.890>it <00:01:58.977>in <00:01:59.065>such <00:01:59.152>a <00:01:59.240>way 00:02:01.750 --> 00:02:01.760 align:start position:0% <00:02:01.750>give <00:02:01.751>sandboxes <00:02:01.752>or <00:02:01.753>slice <00:02:01.754>it <00:02:01.755>in <00:02:01.756>such <00:02:01.757>a <00:02:01.759>way 00:02:01.760 --> 00:02:03.590 align:start position:0% <00:02:01.760>give <00:02:01.860>sandboxes <00:02:01.960>or <00:02:02.060>slice <00:02:02.160>it <00:02:02.260>in <00:02:02.360>such <00:02:02.460>a <00:02:02.560>way <00:02:02.660>that <00:02:02.760>our <00:02:02.860>tenants, <00:02:02.960>whether <00:02:03.060>they <00:02:03.160>are 00:02:03.590 --> 00:02:03.600 align:start position:0% <00:02:03.590>that <00:02:03.591>our <00:02:03.593>tenants, <00:02:03.595>whether <00:02:03.597>they <00:02:03.598>are 00:02:03.600 --> 00:02:06.150 align:start position:0% <00:02:03.600>that <00:02:03.740>our <00:02:03.880>tenants, <00:02:04.020>whether <00:02:04.160>they <00:02:04.300>are <00:02:04.440>customers <00:02:04.580>or <00:02:04.720>internal <00:02:04.860>teams, <00:02:05.000>can 00:02:06.150 --> 00:02:06.160 align:start position:0% <00:02:06.150>customers <00:02:06.152>or <00:02:06.154>internal <00:02:06.156>teams, <00:02:06.158>can 00:02:06.160 --> 00:02:08.150 align:start position:0% <00:02:06.160>customers <00:02:06.287>or <00:02:06.414>internal <00:02:06.541>teams, <00:02:06.669>can <00:02:06.796>actually <00:02:06.923>use <00:02:07.050>our <00:02:07.178>clusters <00:02:07.305>to <00:02:07.432>its <00:02:07.560>full 00:02:08.150 --> 00:02:08.160 align:start position:0% <00:02:08.150>actually <00:02:08.151>use <00:02:08.152>our <00:02:08.154>clusters <00:02:08.156>to <00:02:08.157>its <00:02:08.158>full 00:02:08.160 --> 00:02:12.470 align:start position:0% <00:02:08.160>actually <00:02:08.267>use <00:02:08.375>our <00:02:08.483>clusters <00:02:08.590>to <00:02:08.698>its <00:02:08.806>full <00:02:08.913>capacity <00:02:09.021>without <00:02:09.129>the <00:02:09.236>need <00:02:09.344>to <00:02:09.452>dive <00:02:09.560>deeper 00:02:12.470 --> 00:02:12.480 align:start position:0% <00:02:12.470>capacity <00:02:12.471>without <00:02:12.472>the <00:02:12.474>need <00:02:12.476>to <00:02:12.477>dive <00:02:12.478>deeper 00:02:12.480 --> 00:02:14.830 align:start position:0% <00:02:12.480>capacity <00:02:12.596>without <00:02:12.713>the <00:02:12.829>need <00:02:12.946>to <00:02:13.063>dive <00:02:13.179>deeper <00:02:13.296>into <00:02:13.413>Kubernetes <00:02:13.530>internals <00:02:13.646>or <00:02:13.763>without <00:02:13.880>the 00:02:14.830 --> 00:02:14.840 align:start position:0% <00:02:14.830>into <00:02:14.831>Kubernetes <00:02:14.833>internals <00:02:14.835>or <00:02:14.837>without <00:02:14.839>the 00:02:14.840 --> 00:02:17.790 align:start position:0% <00:02:14.840>into <00:02:14.967>Kubernetes <00:02:15.094>internals <00:02:15.221>or <00:02:15.349>without <00:02:15.476>the <00:02:15.603>need <00:02:15.730>for <00:02:15.858>us <00:02:15.985>to <00:02:16.112>provision <00:02:16.240>external 00:02:17.790 --> 00:02:17.800 align:start position:0% <00:02:17.790>need <00:02:17.791>for <00:02:17.793>us <00:02:17.795>to <00:02:17.797>provision <00:02:17.799>external 00:02:17.800 --> 00:02:20.630 align:start position:0% <00:02:17.800>need <00:02:17.940>for <00:02:18.080>us <00:02:18.220>to <00:02:18.360>provision <00:02:18.500>external <00:02:18.640>clusters <00:02:18.780>if <00:02:18.920>it's <00:02:19.060>not <00:02:19.200>required. 00:02:20.630 --> 00:02:20.640 align:start position:0% <00:02:20.630>clusters <00:02:20.632>if <00:02:20.634>it's <00:02:20.636>not <00:02:20.638>required. 00:02:20.640 --> 00:02:22.030 align:start position:0% <00:02:20.640>clusters <00:02:20.890>if <00:02:21.140>it's <00:02:21.390>not <00:02:21.640>required. <00:02:21.891>So, 00:02:22.030 --> 00:02:22.040 align:start position:0% So, 00:02:22.040 --> 00:02:24.470 align:start position:0% <00:02:22.040>So, <00:02:22.320>who <00:02:22.600>here <00:02:22.880>upgraded <00:02:23.160>something <00:02:23.440>in 00:02:24.470 --> 00:02:24.480 align:start position:0% <00:02:24.470>who <00:02:24.472>here <00:02:24.474>upgraded <00:02:24.476>something <00:02:24.478>in 00:02:24.480 --> 00:02:27.630 align:start position:0% <00:02:24.480>who <00:02:24.679>here <00:02:24.880>upgraded <00:02:25.079>something <00:02:25.280>in <00:02:25.480>Kubernetes <00:02:25.679>in <00:02:25.880>production? 00:02:27.630 --> 00:02:27.640 align:start position:0% <00:02:27.630>Kubernetes <00:02:27.634>in <00:02:27.638>production? 00:02:27.640 --> 00:02:29.790 align:start position:0% <00:02:27.640>Kubernetes <00:02:27.779>in <00:02:27.920>production? <00:02:28.059>Okay, <00:02:28.200>so <00:02:28.339>you <00:02:28.480>know <00:02:28.619>the <00:02:28.760>pain, <00:02:28.899>right? <00:02:29.040>If 00:02:29.790 --> 00:02:29.800 align:start position:0% <00:02:29.790>Okay, <00:02:29.791>so <00:02:29.792>you <00:02:29.793>know <00:02:29.795>the <00:02:29.796>pain, <00:02:29.797>right? <00:02:29.799>If 00:02:29.800 --> 00:02:31.350 align:start position:0% <00:02:29.800>Okay, <00:02:29.907>so <00:02:30.014>you <00:02:30.121>know <00:02:30.229>the <00:02:30.336>pain, <00:02:30.443>right? <00:02:30.551>If <00:02:30.658>you <00:02:30.765>upgrade <00:02:30.873>something <00:02:30.980>in <00:02:31.087>production <00:02:31.195>and 00:02:31.350 --> 00:02:31.360 align:start position:0% <00:02:31.350>you <00:02:31.351>upgrade <00:02:31.353>something <00:02:31.355>in <00:02:31.357>production <00:02:31.359>and 00:02:31.360 --> 00:02:33.750 align:start position:0% <00:02:31.360>you <00:02:31.460>upgrade <00:02:31.560>something <00:02:31.660>in <00:02:31.760>production <00:02:31.860>and <00:02:31.960>you <00:02:32.060>have <00:02:32.160>a <00:02:32.260>big <00:02:32.360>cluster <00:02:32.460>with <00:02:32.560>a <00:02:32.660>lot <00:02:32.760>of 00:02:33.750 --> 00:02:33.760 align:start position:0% <00:02:33.750>you <00:02:33.751>have <00:02:33.752>a <00:02:33.753>big <00:02:33.754>cluster <00:02:33.755>with <00:02:33.756>a <00:02:33.757>lot <00:02:33.759>of 00:02:33.760 --> 00:02:35.430 align:start position:0% <00:02:33.760>you <00:02:33.887>have <00:02:34.014>a <00:02:34.141>big <00:02:34.269>cluster <00:02:34.396>with <00:02:34.523>a <00:02:34.650>lot <00:02:34.778>of <00:02:34.905>tenants <00:02:35.032>using <00:02:35.160>it, 00:02:35.430 --> 00:02:35.440 align:start position:0% <00:02:35.430>tenants <00:02:35.434>using <00:02:35.439>it, 00:02:35.440 --> 00:02:38.630 align:start position:0% <00:02:35.440>tenants <00:02:35.567>using <00:02:35.694>it, <00:02:35.821>then <00:02:35.949>it <00:02:36.076>can <00:02:36.203>end <00:02:36.330>badly, <00:02:36.458>right? <00:02:36.585>So, <00:02:36.712>if <00:02:36.840>you 00:02:38.630 --> 00:02:38.640 align:start position:0% <00:02:38.630>then <00:02:38.631>it <00:02:38.632>can <00:02:38.633>end <00:02:38.634>badly, <00:02:38.635>right? <00:02:38.636>So, <00:02:38.637>if <00:02:38.638>you 00:02:38.640 --> 00:02:41.630 align:start position:0% <00:02:38.640>then <00:02:38.733>it <00:02:38.826>can <00:02:38.920>end <00:02:39.013>badly, <00:02:39.106>right? <00:02:39.200>So, <00:02:39.293>if <00:02:39.386>you <00:02:39.480>upgrade <00:02:39.573>a <00:02:39.666>component <00:02:39.760>like <00:02:39.853>a, <00:02:39.946>you <00:02:40.040>know, 00:02:41.630 --> 00:02:41.640 align:start position:0% <00:02:41.630>upgrade <00:02:41.631>a <00:02:41.632>component <00:02:41.634>like <00:02:41.636>a, <00:02:41.637>you <00:02:41.638>know, 00:02:41.640 --> 00:02:44.350 align:start position:0% <00:02:41.640>upgrade <00:02:41.767>a <00:02:41.894>component <00:02:42.021>like <00:02:42.149>a, <00:02:42.276>you <00:02:42.403>know, <00:02:42.530>uh <00:02:42.658>ingress <00:02:42.785>controller <00:02:42.912>or <00:02:43.040>cert-manager 00:02:44.350 --> 00:02:44.360 align:start position:0% <00:02:44.350>uh <00:02:44.352>ingress <00:02:44.354>controller <00:02:44.356>or <00:02:44.359>cert-manager 00:02:44.360 --> 00:02:47.190 align:start position:0% <00:02:44.360>uh <00:02:44.476>ingress <00:02:44.593>controller <00:02:44.710>or <00:02:44.826>cert-manager <00:02:44.943>that <00:02:45.060>is <00:02:45.176>global <00:02:45.293>to <00:02:45.410>your <00:02:45.526>cluster, <00:02:45.643>then <00:02:45.760>you 00:02:47.190 --> 00:02:47.200 align:start position:0% <00:02:47.190>that <00:02:47.191>is <00:02:47.192>global <00:02:47.193>to <00:02:47.195>your <00:02:47.196>cluster, <00:02:47.197>then <00:02:47.198>you 00:02:47.200 --> 00:02:49.910 align:start position:0% <00:02:47.200>that <00:02:47.307>is <00:02:47.415>global <00:02:47.523>to <00:02:47.630>your <00:02:47.738>cluster, <00:02:47.846>then <00:02:47.953>you <00:02:48.061>are <00:02:48.169>risking <00:02:48.276>affecting <00:02:48.384>everybody <00:02:48.492>on <00:02:48.600>the 00:02:49.910 --> 00:02:49.920 align:start position:0% <00:02:49.910>are <00:02:49.911>risking <00:02:49.913>affecting <00:02:49.915>everybody <00:02:49.917>on <00:02:49.919>the 00:02:49.920 --> 00:02:51.470 align:start position:0% <00:02:49.920>are <00:02:50.152>risking <00:02:50.385>affecting <00:02:50.617>everybody <00:02:50.850>on <00:02:51.082>the <00:02:51.315>cluster. 00:02:51.470 --> 00:02:51.480 align:start position:0% cluster. 00:02:51.480 --> 00:02:53.949 align:start position:0% <00:02:51.480>cluster. <00:02:51.679>So, <00:02:51.880>one <00:02:52.079>thing <00:02:52.280>that <00:02:52.480>is <00:02:52.679>interesting <00:02:52.880>about 00:02:53.949 --> 00:02:53.959 align:start position:0% <00:02:53.949>So, <00:02:53.950>one <00:02:53.952>thing <00:02:53.953>that <00:02:53.955>is <00:02:53.956>interesting <00:02:53.958>about 00:02:53.959 --> 00:02:56.190 align:start position:0% <00:02:53.959>So, <00:02:54.066>one <00:02:54.174>thing <00:02:54.282>that <00:02:54.389>is <00:02:54.497>interesting <00:02:54.605>about <00:02:54.712>vcluster, <00:02:54.820>which <00:02:54.928>I <00:02:55.035>will <00:02:55.143>talk <00:02:55.251>later <00:02:55.359>what 00:02:56.190 --> 00:02:56.200 align:start position:0% <00:02:56.190>vcluster, <00:02:56.191>which <00:02:56.192>I <00:02:56.194>will <00:02:56.196>talk <00:02:56.197>later <00:02:56.198>what 00:02:56.200 --> 00:02:58.630 align:start position:0% <00:02:56.200>vcluster, <00:02:56.299>which <00:02:56.399>I <00:02:56.500>will <00:02:56.600>talk <00:02:56.700>later <00:02:56.799>what <00:02:56.899>it <00:02:57.000>is <00:02:57.100>exactly, <00:02:57.200>but <00:02:57.299>one <00:02:57.399>of <00:02:57.500>the <00:02:57.600>problems 00:02:58.630 --> 00:02:58.640 align:start position:0% <00:02:58.630>it <00:02:58.631>is <00:02:58.632>exactly, <00:02:58.633>but <00:02:58.635>one <00:02:58.636>of <00:02:58.637>the <00:02:58.638>problems 00:02:58.640 --> 00:03:02.229 align:start position:0% <00:02:58.640>it <00:02:58.733>is <00:02:58.826>exactly, <00:02:58.920>but <00:02:59.013>one <00:02:59.106>of <00:02:59.200>the <00:02:59.293>problems <00:02:59.386>it <00:02:59.480>solves, <00:02:59.573>it <00:02:59.666>enables <00:02:59.760>us <00:02:59.853>to <00:02:59.946>slice <00:03:00.040>our 00:03:02.229 --> 00:03:02.239 align:start position:0% <00:03:02.229>it <00:03:02.230>solves, <00:03:02.231>it <00:03:02.232>enables <00:03:02.234>us <00:03:02.235>to <00:03:02.236>slice <00:03:02.238>our 00:03:02.239 --> 00:03:05.070 align:start position:0% <00:03:02.239>it <00:03:02.346>solves, <00:03:02.454>it <00:03:02.562>enables <00:03:02.669>us <00:03:02.777>to <00:03:02.885>slice <00:03:02.992>our <00:03:03.100>cluster <00:03:03.208>such <00:03:03.315>that <00:03:03.423>we <00:03:03.531>can <00:03:03.639>share 00:03:05.070 --> 00:03:05.080 align:start position:0% <00:03:05.070>cluster <00:03:05.071>such <00:03:05.073>that <00:03:05.075>we <00:03:05.077>can <00:03:05.079>share 00:03:05.080 --> 00:03:08.030 align:start position:0% <00:03:05.080>cluster <00:03:05.220>such <00:03:05.360>that <00:03:05.500>we <00:03:05.640>can <00:03:05.780>share <00:03:05.920>or <00:03:06.060>completely <00:03:06.200>encapsulate <00:03:06.340>those <00:03:06.480>global 00:03:08.030 --> 00:03:08.040 align:start position:0% <00:03:08.030>or <00:03:08.032>completely <00:03:08.034>encapsulate <00:03:08.036>those <00:03:08.039>global 00:03:08.040 --> 00:03:10.830 align:start position:0% <00:03:08.040>or <00:03:08.195>completely <00:03:08.351>encapsulate <00:03:08.506>those <00:03:08.662>global <00:03:08.817>components, <00:03:08.973>global <00:03:09.128>CRDs, <00:03:09.284>and <00:03:09.440>other 00:03:10.830 --> 00:03:10.840 align:start position:0% <00:03:10.830>components, <00:03:10.832>global <00:03:10.834>CRDs, <00:03:10.836>and <00:03:10.839>other 00:03:10.840 --> 00:03:12.430 align:start position:0% <00:03:10.840>components, <00:03:11.120>global <00:03:11.400>CRDs, <00:03:11.680>and <00:03:11.960>other <00:03:12.240>installations. 00:03:12.430 --> 00:03:12.440 align:start position:0% installations. 00:03:12.440 --> 00:03:14.590 align:start position:0% <00:03:12.440>installations. <00:03:12.615>So, <00:03:12.790>imagine <00:03:12.965>that <00:03:13.140>you <00:03:13.315>have <00:03:13.490>to <00:03:13.665>upgrade <00:03:13.840>in 00:03:14.590 --> 00:03:14.600 align:start position:0% <00:03:14.590>So, <00:03:14.591>imagine <00:03:14.592>that <00:03:14.593>you <00:03:14.595>have <00:03:14.596>to <00:03:14.597>upgrade <00:03:14.599>in 00:03:14.600 --> 00:03:18.509 align:start position:0% <00:03:14.600>So, <00:03:14.727>imagine <00:03:14.854>that <00:03:14.981>you <00:03:15.109>have <00:03:15.236>to <00:03:15.363>upgrade <00:03:15.490>in <00:03:15.618>production <00:03:15.745>something <00:03:15.872>like <00:03:16.000>scheduler. 00:03:18.509 --> 00:03:18.519 align:start position:0% <00:03:18.509>production <00:03:18.512>something <00:03:18.515>like <00:03:18.518>scheduler. 00:03:18.519 --> 00:03:19.670 align:start position:0% <00:03:18.519>production <00:03:18.622>something <00:03:18.726>like <00:03:18.829>scheduler. <00:03:18.933>For <00:03:19.036>those <00:03:19.140>of <00:03:19.244>you <00:03:19.347>who <00:03:19.451>don't <00:03:19.554>know, 00:03:19.670 --> 00:03:19.680 align:start position:0% <00:03:19.670>For <00:03:19.671>those <00:03:19.673>of <00:03:19.674>you <00:03:19.676>who <00:03:19.677>don't <00:03:19.679>know, 00:03:19.680 --> 00:03:22.350 align:start position:0% <00:03:19.680>For <00:03:19.807>those <00:03:19.934>of <00:03:20.061>you <00:03:20.189>who <00:03:20.316>don't <00:03:20.443>know, <00:03:20.570>scheduler <00:03:20.698>takes <00:03:20.825>Kubernetes <00:03:20.952>workloads <00:03:21.080>and 00:03:22.350 --> 00:03:22.360 align:start position:0% <00:03:22.350>scheduler <00:03:22.352>takes <00:03:22.354>Kubernetes <00:03:22.356>workloads <00:03:22.359>and 00:03:22.360 --> 00:03:25.830 align:start position:0% <00:03:22.360>scheduler <00:03:22.487>takes <00:03:22.614>Kubernetes <00:03:22.741>workloads <00:03:22.869>and <00:03:22.996>decides <00:03:23.123>on <00:03:23.250>which <00:03:23.378>nodes <00:03:23.505>to <00:03:23.632>place <00:03:23.760>them. 00:03:25.830 --> 00:03:25.840 align:start position:0% <00:03:25.829>decides <00:03:25.831>on <00:03:25.833>which <00:03:25.834>nodes <00:03:25.835>to <00:03:25.837>place <00:03:25.839>them. 00:03:25.840 --> 00:03:28.990 align:start position:0% <00:03:25.840>decides <00:03:25.956>on <00:03:26.073>which <00:03:26.190>nodes <00:03:26.306>to <00:03:26.423>place <00:03:26.540>them. <00:03:26.656>Now, <00:03:26.773>since <00:03:26.890>we <00:03:27.006>talked <00:03:27.123>about <00:03:27.240>AI, 00:03:28.990 --> 00:03:29.000 align:start position:0% <00:03:28.990>Now, <00:03:28.991>since <00:03:28.993>we <00:03:28.995>talked <00:03:28.997>about <00:03:28.999>AI, 00:03:29.000 --> 00:03:31.710 align:start position:0% <00:03:29.000>Now, <00:03:29.155>since <00:03:29.311>we <00:03:29.466>talked <00:03:29.622>about <00:03:29.777>AI, <00:03:29.933>typically <00:03:30.088>Kubernetes <00:03:30.244>schedules <00:03:30.400>regular 00:03:31.710 --> 00:03:31.720 align:start position:0% <00:03:31.710>typically <00:03:31.713>Kubernetes <00:03:31.716>schedules <00:03:31.719>regular 00:03:31.720 --> 00:03:33.990 align:start position:0% <00:03:31.720>typically <00:03:31.875>Kubernetes <00:03:32.031>schedules <00:03:32.186>regular <00:03:32.342>CPU-bound <00:03:32.497>workloads, <00:03:32.653>which <00:03:32.808>we <00:03:32.964>all <00:03:33.120>know 00:03:33.990 --> 00:03:34.000 align:start position:0% <00:03:33.990>CPU-bound <00:03:33.991>workloads, <00:03:33.993>which <00:03:33.995>we <00:03:33.997>all <00:03:33.999>know 00:03:34.000 --> 00:03:36.229 align:start position:0% <00:03:34.000>CPU-bound <00:03:34.093>workloads, <00:03:34.186>which <00:03:34.280>we <00:03:34.373>all <00:03:34.466>know <00:03:34.560>and <00:03:34.653>love. <00:03:34.746>But <00:03:34.840>now <00:03:34.933>in <00:03:35.026>a <00:03:35.120>day <00:03:35.213>and <00:03:35.306>age <00:03:35.400>of 00:03:36.229 --> 00:03:36.239 align:start position:0% <00:03:36.228>and <00:03:36.230>love. <00:03:36.231>But <00:03:36.232>now <00:03:36.233>in <00:03:36.233>a <00:03:36.234>day <00:03:36.236>and <00:03:36.237>age <00:03:36.238>of 00:03:36.239 --> 00:03:40.550 align:start position:0% <00:03:36.239>and <00:03:36.326>love. <00:03:36.414>But <00:03:36.501>now <00:03:36.589>in <00:03:36.676>a <00:03:36.764>day <00:03:36.851>and <00:03:36.939>age <00:03:37.026>of <00:03:37.114>AI, <00:03:37.201>we <00:03:37.289>want <00:03:37.376>to <00:03:37.464>schedule <00:03:37.551>GPU <00:03:37.639>workloads. 00:03:40.550 --> 00:03:40.560 align:start position:0% <00:03:40.550>AI, <00:03:40.551>we <00:03:40.553>want <00:03:40.554>to <00:03:40.556>schedule <00:03:40.557>GPU <00:03:40.559>workloads. 00:03:40.560 --> 00:03:42.070 align:start position:0% <00:03:40.560>AI, <00:03:40.711>we <00:03:40.862>want <00:03:41.013>to <00:03:41.164>schedule <00:03:41.315>GPU <00:03:41.466>workloads. <00:03:41.617>So, <00:03:41.768>real <00:03:41.918>quick, 00:03:42.070 --> 00:03:42.080 align:start position:0% <00:03:42.070>So, <00:03:42.074>real <00:03:42.078>quick, 00:03:42.080 --> 00:03:44.430 align:start position:0% <00:03:42.079>So, <00:03:42.235>real <00:03:42.391>quick, <00:03:42.546>you <00:03:42.702>probably <00:03:42.857>know <00:03:43.013>that <00:03:43.168>any <00:03:43.324>kind <00:03:43.480>of 00:03:44.430 --> 00:03:44.440 align:start position:0% <00:03:44.430>you <00:03:44.431>probably <00:03:44.433>know <00:03:44.434>that <00:03:44.436>any <00:03:44.437>kind <00:03:44.439>of 00:03:44.440 --> 00:03:47.390 align:start position:0% <00:03:44.440>you <00:03:44.567>probably <00:03:44.694>know <00:03:44.821>that <00:03:44.949>any <00:03:45.076>kind <00:03:45.203>of <00:03:45.330>downtime, <00:03:45.458>especially <00:03:45.585>on <00:03:45.712>large <00:03:45.840>clusters 00:03:47.390 --> 00:03:47.400 align:start position:0% <00:03:47.390>downtime, <00:03:47.392>especially <00:03:47.394>on <00:03:47.396>large <00:03:47.399>clusters 00:03:47.400 --> 00:03:48.990 align:start position:0% <00:03:47.400>downtime, <00:03:47.540>especially <00:03:47.680>on <00:03:47.820>large <00:03:47.960>clusters <00:03:48.100>that <00:03:48.240>you <00:03:48.380>might <00:03:48.520>share <00:03:48.660>with <00:03:48.800>external 00:03:48.990 --> 00:03:49.000 align:start position:0% <00:03:48.990>that <00:03:48.991>you <00:03:48.993>might <00:03:48.995>share <00:03:48.997>with <00:03:48.999>external 00:03:49.000 --> 00:03:51.150 align:start position:0% <00:03:49.000>that <00:03:49.127>you <00:03:49.254>might <00:03:49.381>share <00:03:49.509>with <00:03:49.636>external <00:03:49.763>customers <00:03:49.890>or <00:03:50.018>even <00:03:50.145>internally <00:03:50.272>with <00:03:50.400>your 00:03:51.150 --> 00:03:51.160 align:start position:0% <00:03:51.150>customers <00:03:51.151>or <00:03:51.153>even <00:03:51.155>internally <00:03:51.157>with <00:03:51.159>your 00:03:51.160 --> 00:03:54.030 align:start position:0% <00:03:51.160>customers <00:03:51.276>or <00:03:51.393>even <00:03:51.510>internally <00:03:51.626>with <00:03:51.743>your <00:03:51.859>teams, <00:03:51.976>will <00:03:52.093>end <00:03:52.210>it <00:03:52.326>costs <00:03:52.443>money, <00:03:52.560>right? 00:03:54.030 --> 00:03:54.040 align:start position:0% <00:03:54.030>teams, <00:03:54.031>will <00:03:54.033>end <00:03:54.034>it <00:03:54.036>costs <00:03:54.037>money, <00:03:54.039>right? 00:03:54.040 --> 00:03:56.750 align:start position:0% <00:03:54.040>teams, <00:03:54.140>will <00:03:54.239>end <00:03:54.340>it <00:03:54.440>costs <00:03:54.540>money, <00:03:54.640>right? <00:03:54.739>So, <00:03:54.840>if <00:03:54.940>something <00:03:55.040>goes <00:03:55.140>wrong, <00:03:55.239>and <00:03:55.340>if <00:03:55.440>our 00:03:56.750 --> 00:03:56.760 align:start position:0% <00:03:56.750>So, <00:03:56.751>if <00:03:56.752>something <00:03:56.753>goes <00:03:56.755>wrong, <00:03:56.756>and <00:03:56.757>if <00:03:56.759>our 00:03:56.760 --> 00:04:00.430 align:start position:0% <00:03:56.760>So, <00:03:56.876>if <00:03:56.993>something <00:03:57.109>goes <00:03:57.226>wrong, <00:03:57.343>and <00:03:57.459>if <00:03:57.576>our <00:03:57.693>sandboxes <00:03:57.810>are <00:03:57.926>not <00:03:58.043>correctly <00:03:58.160>isolated 00:04:00.430 --> 00:04:00.440 align:start position:0% <00:04:00.430>sandboxes <00:04:00.432>are <00:04:00.434>not <00:04:00.436>correctly <00:04:00.439>isolated 00:04:00.440 --> 00:04:01.990 align:start position:0% <00:04:00.440>sandboxes <00:04:00.639>are <00:04:00.838>not <00:04:01.037>correctly <00:04:01.237>isolated <00:04:01.436>from <00:04:01.635>one <00:04:01.835>another, 00:04:01.990 --> 00:04:02.000 align:start position:0% <00:04:01.990>from <00:04:01.994>one <00:04:01.999>another, 00:04:02.000 --> 00:04:05.670 align:start position:0% <00:04:02.000>from <00:04:02.127>one <00:04:02.254>another, <00:04:02.381>then <00:04:02.509>we <00:04:02.636>might <00:04:02.763>pay <00:04:02.890>the <00:04:03.018>price <00:04:03.145>of <00:04:03.272>either <00:04:03.400>in 00:04:05.670 --> 00:04:05.680 align:start position:0% <00:04:05.670>then <00:04:05.671>we <00:04:05.672>might <00:04:05.673>pay <00:04:05.674>the <00:04:05.675>price <00:04:05.676>of <00:04:05.677>either <00:04:05.679>in 00:04:05.680 --> 00:04:08.949 align:start position:0% <00:04:05.680>then <00:04:05.780>we <00:04:05.880>might <00:04:05.980>pay <00:04:06.080>the <00:04:06.180>price <00:04:06.280>of <00:04:06.380>either <00:04:06.480>in <00:04:06.580>money <00:04:06.680>or <00:04:06.780>reliability. <00:04:06.880>We <00:04:06.980>can <00:04:07.080>incur 00:04:08.949 --> 00:04:08.959 align:start position:0% <00:04:08.949>money <00:04:08.950>or <00:04:08.952>reliability. <00:04:08.954>We <00:04:08.956>can <00:04:08.958>incur 00:04:08.959 --> 00:04:11.630 align:start position:0% <00:04:08.959>money <00:04:09.086>or <00:04:09.213>reliability. <00:04:09.340>We <00:04:09.468>can <00:04:09.595>incur <00:04:09.722>various <00:04:09.849>costs. <00:04:09.977>It <00:04:10.104>can <00:04:10.231>cost <00:04:10.359>to 00:04:11.630 --> 00:04:11.640 align:start position:0% <00:04:11.630>various <00:04:11.631>costs. <00:04:11.633>It <00:04:11.635>can <00:04:11.637>cost <00:04:11.638>to 00:04:11.640 --> 00:04:13.390 align:start position:0% <00:04:11.640>various <00:04:11.739>costs. <00:04:11.839>It <00:04:11.940>can <00:04:12.040>cost <00:04:12.140>to <00:04:12.239>quite <00:04:12.339>a <00:04:12.440>lot, <00:04:12.540>right? <00:04:12.640>So, <00:04:12.739>we <00:04:12.839>want <00:04:12.940>to <00:04:13.040>avoid 00:04:13.390 --> 00:04:13.400 align:start position:0% <00:04:13.390>quite <00:04:13.391>a <00:04:13.392>lot, <00:04:13.393>right? <00:04:13.394>So, <00:04:13.395>we <00:04:13.396>want <00:04:13.397>to <00:04:13.399>avoid 00:04:13.400 --> 00:04:16.470 align:start position:0% <00:04:13.400>quite <00:04:13.527>a <00:04:13.654>lot, <00:04:13.781>right? <00:04:13.909>So, <00:04:14.036>we <00:04:14.163>want <00:04:14.290>to <00:04:14.418>avoid <00:04:14.545>it <00:04:14.672>for <00:04:14.800>sure. 00:04:16.480 --> 00:04:19.110 align:start position:0% <00:04:16.480>So, <00:04:16.946>let's <00:04:17.413>talk <00:04:17.880>about 00:04:19.110 --> 00:04:19.120 align:start position:0% <00:04:19.110>So, <00:04:19.113>let's <00:04:19.116>talk <00:04:19.119>about 00:04:19.120 --> 00:04:21.590 align:start position:0% <00:04:19.120>So, <00:04:19.275>let's <00:04:19.431>talk <00:04:19.586>about <00:04:19.742>the <00:04:19.897>constituent <00:04:20.053>components <00:04:20.208>of <00:04:20.364>this <00:04:20.519>talk. 00:04:21.590 --> 00:04:21.600 align:start position:0% <00:04:21.589>the <00:04:21.591>constituent <00:04:21.593>components <00:04:21.595>of <00:04:21.597>this <00:04:21.599>talk. 00:04:21.600 --> 00:04:24.670 align:start position:0% <00:04:21.600>the <00:04:21.740>constituent <00:04:21.880>components <00:04:22.020>of <00:04:22.160>this <00:04:22.300>talk. <00:04:22.440>So, <00:04:22.580>what <00:04:22.720>is <00:04:22.860>KAI <00:04:23.000>scheduler? 00:04:24.670 --> 00:04:24.680 align:start position:0% <00:04:24.670>So, <00:04:24.672>what <00:04:24.674>is <00:04:24.676>KAI <00:04:24.679>scheduler? 00:04:24.680 --> 00:04:27.950 align:start position:0% <00:04:24.680>So, <00:04:24.787>what <00:04:24.895>is <00:04:25.003>KAI <00:04:25.110>scheduler? <00:04:25.218>Who <00:04:25.326>uses <00:04:25.433>KAI <00:04:25.541>or <00:04:25.649>used <00:04:25.756>it <00:04:25.864>in <00:04:25.972>the <00:04:26.080>past? 00:04:27.950 --> 00:04:27.960 align:start position:0% <00:04:27.950>Who <00:04:27.951>uses <00:04:27.952>KAI <00:04:27.953>or <00:04:27.954>used <00:04:27.955>it <00:04:27.956>in <00:04:27.957>the <00:04:27.959>past? 00:04:27.960 --> 00:04:29.830 align:start position:0% <00:04:27.960>Who <00:04:28.053>uses <00:04:28.146>KAI <00:04:28.239>or <00:04:28.333>used <00:04:28.426>it <00:04:28.520>in <00:04:28.613>the <00:04:28.706>past? <00:04:28.799>All <00:04:28.893>right, <00:04:28.986>so <00:04:29.080>you <00:04:29.173>guys <00:04:29.266>know <00:04:29.359>it. 00:04:29.830 --> 00:04:29.840 align:start position:0% <00:04:29.830>All <00:04:29.831>right, <00:04:29.832>so <00:04:29.834>you <00:04:29.835>guys <00:04:29.837>know <00:04:29.839>it. 00:04:29.840 --> 00:04:31.710 align:start position:0% <00:04:29.840>All <00:04:29.956>right, <00:04:30.073>so <00:04:30.190>you <00:04:30.306>guys <00:04:30.423>know <00:04:30.539>it. <00:04:30.656>So, <00:04:30.773>KAI <00:04:30.890>scheduler <00:04:31.006>is <00:04:31.123>essentially <00:04:31.239>a 00:04:31.710 --> 00:04:31.720 align:start position:0% <00:04:31.710>So, <00:04:31.711>KAI <00:04:31.713>scheduler <00:04:31.715>is <00:04:31.717>essentially <00:04:31.719>a 00:04:31.720 --> 00:04:34.070 align:start position:0% <00:04:31.720>So, <00:04:31.860>KAI <00:04:32.000>scheduler <00:04:32.140>is <00:04:32.280>essentially <00:04:32.420>a <00:04:32.560>Kubernetes <00:04:32.700>scheduler. <00:04:32.840>It's <00:04:32.980>a <00:04:33.120>component 00:04:34.070 --> 00:04:34.080 align:start position:0% <00:04:34.070>Kubernetes <00:04:34.072>scheduler. <00:04:34.074>It's <00:04:34.076>a <00:04:34.079>component 00:04:34.080 --> 00:04:36.230 align:start position:0% <00:04:34.080>Kubernetes <00:04:34.255>scheduler. <00:04:34.430>It's <00:04:34.604>a <00:04:34.780>component <00:04:34.955>of <00:04:35.130>Kubernetes <00:04:35.305>control <00:04:35.479>plane 00:04:36.230 --> 00:04:36.240 align:start position:0% <00:04:36.230>of <00:04:36.233>Kubernetes <00:04:36.236>control <00:04:36.239>plane 00:04:36.240 --> 00:04:39.030 align:start position:0% <00:04:36.240>of <00:04:36.356>Kubernetes <00:04:36.473>control <00:04:36.590>plane <00:04:36.706>that <00:04:36.823>enables <00:04:36.940>us <00:04:37.056>to <00:04:37.173>take <00:04:37.290>a <00:04:37.406>pod <00:04:37.523>that <00:04:37.640>we 00:04:39.030 --> 00:04:39.040 align:start position:0% <00:04:39.030>that <00:04:39.031>enables <00:04:39.032>us <00:04:39.033>to <00:04:39.034>take <00:04:39.035>a <00:04:39.036>pod <00:04:39.037>that <00:04:39.039>we 00:04:39.040 --> 00:04:41.030 align:start position:0% <00:04:39.040>that <00:04:39.127>enables <00:04:39.215>us <00:04:39.302>to <00:04:39.390>take <00:04:39.477>a <00:04:39.565>pod <00:04:39.652>that <00:04:39.740>we <00:04:39.827>want <00:04:39.915>to <00:04:40.002>deploy, <00:04:40.090>and <00:04:40.177>then <00:04:40.265>it <00:04:40.352>makes <00:04:40.440>a 00:04:41.030 --> 00:04:41.040 align:start position:0% <00:04:41.030>want <00:04:41.031>to <00:04:41.032>deploy, <00:04:41.033>and <00:04:41.035>then <00:04:41.036>it <00:04:41.037>makes <00:04:41.039>a 00:04:41.040 --> 00:04:42.710 align:start position:0% <00:04:41.040>want <00:04:41.140>to <00:04:41.240>deploy, <00:04:41.340>and <00:04:41.440>then <00:04:41.540>it <00:04:41.640>makes <00:04:41.740>a <00:04:41.840>decision <00:04:41.940>where <00:04:42.040>to <00:04:42.140>schedule <00:04:42.240>it, <00:04:42.340>but <00:04:42.440>it 00:04:42.710 --> 00:04:42.720 align:start position:0% <00:04:42.710>decision <00:04:42.711>where <00:04:42.712>to <00:04:42.714>schedule <00:04:42.716>it, <00:04:42.717>but <00:04:42.719>it 00:04:42.720 --> 00:04:45.270 align:start position:0% <00:04:42.720>decision <00:04:42.813>where <00:04:42.906>to <00:04:43.000>schedule <00:04:43.093>it, <00:04:43.186>but <00:04:43.280>it <00:04:43.373>schedules <00:04:43.466>it <00:04:43.560>on <00:04:43.653>the <00:04:43.746>GPU <00:04:43.840>node, <00:04:43.933>not <00:04:44.026>on <00:04:44.120>the 00:04:45.270 --> 00:04:45.280 align:start position:0% <00:04:45.270>schedules <00:04:45.271>it <00:04:45.272>on <00:04:45.273>the <00:04:45.274>GPU <00:04:45.275>node, <00:04:45.276>not <00:04:45.277>on <00:04:45.279>the 00:04:45.280 --> 00:04:47.270 align:start position:0% <00:04:45.280>schedules <00:04:45.387>it <00:04:45.495>on <00:04:45.603>the <00:04:45.710>GPU <00:04:45.818>node, <00:04:45.926>not <00:04:46.033>on <00:04:46.141>the <00:04:46.249>CPU, <00:04:46.356>and <00:04:46.464>on <00:04:46.572>the <00:04:46.679>GPU. 00:04:47.270 --> 00:04:47.280 align:start position:0% <00:04:47.270>CPU, <00:04:47.272>and <00:04:47.274>on <00:04:47.276>the <00:04:47.279>GPU. 00:04:47.280 --> 00:04:49.590 align:start position:0% <00:04:47.280>CPU, <00:04:47.407>and <00:04:47.534>on <00:04:47.661>the <00:04:47.789>GPU. <00:04:47.916>KAI <00:04:48.043>scheduler <00:04:48.170>comes <00:04:48.298>with <00:04:48.425>quite <00:04:48.552>a <00:04:48.679>few 00:04:49.590 --> 00:04:49.600 align:start position:0% <00:04:49.590>KAI <00:04:49.591>scheduler <00:04:49.593>comes <00:04:49.594>with <00:04:49.596>quite <00:04:49.597>a <00:04:49.599>few 00:04:49.600 --> 00:04:52.350 align:start position:0% <00:04:49.600>KAI <00:04:49.727>scheduler <00:04:49.854>comes <00:04:49.981>with <00:04:50.109>quite <00:04:50.236>a <00:04:50.363>few <00:04:50.490>interesting <00:04:50.618>caveats. <00:04:50.745>For <00:04:50.872>example, <00:04:51.000>it 00:04:52.350 --> 00:04:52.360 align:start position:0% <00:04:52.350>interesting <00:04:52.352>caveats. <00:04:52.354>For <00:04:52.356>example, <00:04:52.359>it 00:04:52.360 --> 00:04:54.350 align:start position:0% <00:04:52.360>interesting <00:04:52.487>caveats. <00:04:52.614>For <00:04:52.741>example, <00:04:52.869>it <00:04:52.996>enables <00:04:53.123>you <00:04:53.250>to <00:04:53.378>do <00:04:53.505>something <00:04:53.632>which <00:04:53.760>is 00:04:54.350 --> 00:04:54.360 align:start position:0% <00:04:54.350>enables <00:04:54.351>you <00:04:54.353>to <00:04:54.354>do <00:04:54.356>something <00:04:54.357>which <00:04:54.359>is 00:04:54.360 --> 00:04:57.230 align:start position:0% <00:04:54.360>enables <00:04:54.515>you <00:04:54.671>to <00:04:54.826>do <00:04:54.982>something <00:04:55.137>which <00:04:55.293>is <00:04:55.448>called <00:04:55.604>GPU <00:04:55.760>sharing. 00:04:57.230 --> 00:04:57.240 align:start position:0% <00:04:57.230>called <00:04:57.234>GPU <00:04:57.239>sharing. 00:04:57.240 --> 00:04:59.390 align:start position:0% <00:04:57.240>called <00:04:57.380>GPU <00:04:57.520>sharing. <00:04:57.660>So, <00:04:57.800>I <00:04:57.940>can <00:04:58.080>decide <00:04:58.220>to <00:04:58.360>have <00:04:58.500>one <00:04:58.640>workload 00:04:59.390 --> 00:04:59.400 align:start position:0% <00:04:59.390>So, <00:04:59.391>I <00:04:59.392>can <00:04:59.393>decide <00:04:59.395>to <00:04:59.396>have <00:04:59.397>one <00:04:59.399>workload 00:04:59.400 --> 00:05:02.630 align:start position:0% <00:04:59.400>So, <00:04:59.500>I <00:04:59.599>can <00:04:59.700>decide <00:04:59.799>to <00:04:59.900>have <00:05:00.000>one <00:05:00.099>workload <00:05:00.200>consume <00:05:00.299>10% <00:05:00.400>of <00:05:00.500>my <00:05:00.599>GPU <00:05:00.700>capacity, <00:05:00.799>and 00:05:02.630 --> 00:05:02.640 align:start position:0% <00:05:02.630>consume <00:05:02.631>10% <00:05:02.633>of <00:05:02.634>my <00:05:02.635>GPU <00:05:02.637>capacity, <00:05:02.639>and 00:05:02.640 --> 00:05:04.830 align:start position:0% <00:05:02.640>consume <00:05:02.795>10% <00:05:02.951>of <00:05:03.106>my <00:05:03.262>GPU <00:05:03.417>capacity, <00:05:03.573>and <00:05:03.728>another <00:05:03.884>workload <00:05:04.039>20, 00:05:04.830 --> 00:05:04.840 align:start position:0% <00:05:04.830>another <00:05:04.834>workload <00:05:04.839>20, 00:05:04.840 --> 00:05:07.150 align:start position:0% <00:05:04.840>another <00:05:04.979>workload <00:05:05.119>20, <00:05:05.260>which <00:05:05.400>comes <00:05:05.539>handy <00:05:05.679>if <00:05:05.820>you <00:05:05.960>are <00:05:06.099>strained <00:05:06.239>on 00:05:07.150 --> 00:05:07.160 align:start position:0% <00:05:07.150>which <00:05:07.151>comes <00:05:07.152>handy <00:05:07.153>if <00:05:07.155>you <00:05:07.156>are <00:05:07.157>strained <00:05:07.159>on 00:05:07.160 --> 00:05:11.430 align:start position:0% <00:05:07.160>which <00:05:07.287>comes <00:05:07.414>handy <00:05:07.541>if <00:05:07.669>you <00:05:07.796>are <00:05:07.923>strained <00:05:08.050>on <00:05:08.178>resources <00:05:08.305>in <00:05:08.432>your <00:05:08.560>hardware. 00:05:11.440 --> 00:05:12.670 align:start position:0% So, 00:05:12.670 --> 00:05:12.680 align:start position:0% So, 00:05:12.680 --> 00:05:15.190 align:start position:0% <00:05:12.680>So, <00:05:12.855>if <00:05:13.030>you <00:05:13.205>know <00:05:13.380>what <00:05:13.555>KAI <00:05:13.730>scheduler <00:05:13.905>is, <00:05:14.080>you 00:05:15.190 --> 00:05:15.200 align:start position:0% <00:05:15.190>if <00:05:15.191>you <00:05:15.192>know <00:05:15.193>what <00:05:15.195>KAI <00:05:15.196>scheduler <00:05:15.197>is, <00:05:15.199>you 00:05:15.200 --> 00:05:17.909 align:start position:0% <00:05:15.200>if <00:05:15.300>you <00:05:15.400>know <00:05:15.500>what <00:05:15.599>KAI <00:05:15.700>scheduler <00:05:15.800>is, <00:05:15.900>you <00:05:16.000>probably <00:05:16.099>also <00:05:16.200>are <00:05:16.300>familiar <00:05:16.400>with <00:05:16.500>the <00:05:16.599>DRA, 00:05:17.909 --> 00:05:17.919 align:start position:0% <00:05:17.909>probably <00:05:17.910>also <00:05:17.912>are <00:05:17.913>familiar <00:05:17.914>with <00:05:17.916>the <00:05:17.918>DRA, 00:05:17.919 --> 00:05:19.670 align:start position:0% <00:05:17.919>probably <00:05:18.046>also <00:05:18.173>are <00:05:18.300>familiar <00:05:18.428>with <00:05:18.555>the <00:05:18.682>DRA, <00:05:18.809>which <00:05:18.937>is <00:05:19.064>dynamic <00:05:19.191>resource <00:05:19.318>allocator, 00:05:19.670 --> 00:05:19.680 align:start position:0% <00:05:19.670>which <00:05:19.672>is <00:05:19.674>dynamic <00:05:19.676>resource <00:05:19.679>allocator, 00:05:19.680 --> 00:05:22.350 align:start position:0% <00:05:19.680>which <00:05:19.807>is <00:05:19.934>dynamic <00:05:20.061>resource <00:05:20.189>allocator, <00:05:20.316>which <00:05:20.443>became <00:05:20.570>GA <00:05:20.698>in <00:05:20.825>Kubernetes <00:05:20.952>just <00:05:21.080>a 00:05:22.350 --> 00:05:22.360 align:start position:0% <00:05:22.350>which <00:05:22.351>became <00:05:22.353>GA <00:05:22.354>in <00:05:22.356>Kubernetes <00:05:22.357>just <00:05:22.359>a 00:05:22.360 --> 00:05:23.750 align:start position:0% <00:05:22.360>which <00:05:22.516>became <00:05:22.672>GA <00:05:22.829>in <00:05:22.985>Kubernetes <00:05:23.141>just <00:05:23.298>a <00:05:23.454>while <00:05:23.611>ago. 00:05:23.750 --> 00:05:23.760 align:start position:0% <00:05:23.750>while <00:05:23.759>ago. 00:05:23.760 --> 00:05:25.550 align:start position:0% <00:05:23.760>while <00:05:23.993>ago. <00:05:24.226>Those <00:05:24.460>components <00:05:24.693>are <00:05:24.926>not <00:05:25.159>necessarily 00:05:25.550 --> 00:05:25.560 align:start position:0% <00:05:25.550>Those <00:05:25.552>components <00:05:25.554>are <00:05:25.556>not <00:05:25.559>necessarily 00:05:25.560 --> 00:05:27.950 align:start position:0% <00:05:25.560>Those <00:05:25.676>components <00:05:25.793>are <00:05:25.910>not <00:05:26.026>necessarily <00:05:26.143>competing. <00:05:26.260>Just <00:05:26.376>want <00:05:26.493>to <00:05:26.610>call <00:05:26.726>it <00:05:26.843>out <00:05:26.960>that 00:05:27.950 --> 00:05:27.960 align:start position:0% <00:05:27.950>competing. <00:05:27.951>Just <00:05:27.952>want <00:05:27.953>to <00:05:27.955>call <00:05:27.956>it <00:05:27.957>out <00:05:27.959>that 00:05:27.960 --> 00:05:31.310 align:start position:0% <00:05:27.960>competing. <00:05:28.067>Just <00:05:28.175>want <00:05:28.283>to <00:05:28.390>call <00:05:28.498>it <00:05:28.606>out <00:05:28.713>that <00:05:28.821>they <00:05:28.929>can <00:05:29.036>be <00:05:29.144>fully <00:05:29.252>used <00:05:29.359>together 00:05:31.310 --> 00:05:31.320 align:start position:0% <00:05:31.310>they <00:05:31.311>can <00:05:31.313>be <00:05:31.315>fully <00:05:31.317>used <00:05:31.319>together 00:05:31.320 --> 00:05:34.043 align:start position:0% <00:05:31.320>they <00:05:31.447>can <00:05:31.574>be <00:05:31.701>fully <00:05:31.829>used <00:05:31.956>together <00:05:32.083>um <00:05:32.210>as <00:05:32.338>a <00:05:32.465>fully <00:05:32.592>fledged <00:05:32.719>solution. 00:05:34.043 --> 00:05:34.053 align:start position:0% <00:05:34.043>um <00:05:34.044>as <00:05:34.046>a <00:05:34.048>fully <00:05:34.050>fledged <00:05:34.052>solution. 00:05:34.053 --> 00:05:35.070 align:start position:0% <00:05:34.053>um <00:05:34.183>as <00:05:34.314>a <00:05:34.445>fully <00:05:34.576>fledged <00:05:34.706>solution. <00:05:34.837>>> <00:05:34.968>[cheering] 00:05:35.070 --> 00:05:35.080 align:start position:0% <00:05:35.070>>> <00:05:35.079>[cheering] 00:05:35.080 --> 00:05:39.510 align:start position:0% <00:05:35.080>>> <00:05:35.235>[cheering] <00:05:35.391>>> <00:05:35.546>Right. <00:05:35.702>So, <00:05:35.857>how <00:05:36.013>can <00:05:36.168>we <00:05:36.324>isolate <00:05:36.479>something 00:05:39.510 --> 00:05:39.520 align:start position:0% <00:05:39.510>>> <00:05:39.511>Right. <00:05:39.512>So, <00:05:39.513>how <00:05:39.515>can <00:05:39.516>we <00:05:39.517>isolate <00:05:39.519>something 00:05:39.520 --> 00:05:41.190 align:start position:0% <00:05:39.520>>> <00:05:39.613>Right. <00:05:39.706>So, <00:05:39.799>how <00:05:39.893>can <00:05:39.986>we <00:05:40.080>isolate <00:05:40.173>something <00:05:40.266>on <00:05:40.359>Kubernetes? <00:05:40.453>Let <00:05:40.546>me <00:05:40.640>make <00:05:40.733>it <00:05:40.826>a <00:05:40.919>little 00:05:41.190 --> 00:05:41.200 align:start position:0% <00:05:41.190>on <00:05:41.191>Kubernetes? <00:05:41.192>Let <00:05:41.193>me <00:05:41.195>make <00:05:41.196>it <00:05:41.197>a <00:05:41.199>little 00:05:41.200 --> 00:05:44.350 align:start position:0% <00:05:41.200>on <00:05:41.355>Kubernetes? <00:05:41.511>Let <00:05:41.666>me <00:05:41.822>make <00:05:41.977>it <00:05:42.133>a <00:05:42.288>little <00:05:42.444>bit <00:05:42.599>smaller. 00:05:44.350 --> 00:05:44.360 align:start position:0% <00:05:44.350>bit <00:05:44.359>smaller. 00:05:44.360 --> 00:05:47.390 align:start position:0% <00:05:44.360>bit <00:05:44.560>smaller. <00:05:44.760>So, <00:05:44.960>what <00:05:45.160>does <00:05:45.360>vcluster <00:05:45.560>really <00:05:45.760>do? 00:05:47.390 --> 00:05:47.400 align:start position:0% <00:05:47.390>So, <00:05:47.391>what <00:05:47.393>does <00:05:47.395>vcluster <00:05:47.397>really <00:05:47.399>do? 00:05:47.400 --> 00:05:50.390 align:start position:0% <00:05:47.400>So, <00:05:47.527>what <00:05:47.654>does <00:05:47.781>vcluster <00:05:47.909>really <00:05:48.036>do? <00:05:48.163>V-cluster <00:05:48.290>in <00:05:48.418>a <00:05:48.545>nutshell <00:05:48.672>takes <00:05:48.799>control 00:05:50.390 --> 00:05:50.400 align:start position:0% <00:05:50.390>V-cluster <00:05:50.391>in <00:05:50.393>a <00:05:50.395>nutshell <00:05:50.397>takes <00:05:50.399>control 00:05:50.400 --> 00:05:53.190 align:start position:0% <00:05:50.400>V-cluster <00:05:50.527>in <00:05:50.654>a <00:05:50.781>nutshell <00:05:50.909>takes <00:05:51.036>control <00:05:51.163>plane <00:05:51.290>components <00:05:51.418>from <00:05:51.545>Kubernetes, <00:05:51.672>like <00:05:51.799>Q 00:05:53.190 --> 00:05:53.200 align:start position:0% <00:05:53.190>plane <00:05:53.191>components <00:05:53.193>from <00:05:53.195>Kubernetes, <00:05:53.197>like <00:05:53.199>Q 00:05:53.200 --> 00:05:55.870 align:start position:0% <00:05:53.200>plane <00:05:53.340>components <00:05:53.479>from <00:05:53.620>Kubernetes, <00:05:53.760>like <00:05:53.900>Q <00:05:54.039>API <00:05:54.180>server, <00:05:54.320>controller <00:05:54.460>manager, <00:05:54.599>and 00:05:55.870 --> 00:05:55.880 align:start position:0% <00:05:55.870>API <00:05:55.872>server, <00:05:55.874>controller <00:05:55.876>manager, <00:05:55.879>and 00:05:55.880 --> 00:05:58.310 align:start position:0% <00:05:55.880>API <00:05:56.035>server, <00:05:56.191>controller <00:05:56.346>manager, <00:05:56.502>and <00:05:56.657>encapsulates <00:05:56.813>them <00:05:56.968>in <00:05:57.124>a <00:05:57.280>pod. 00:05:58.310 --> 00:05:58.320 align:start position:0% <00:05:58.310>encapsulates <00:05:58.312>them <00:05:58.314>in <00:05:58.316>a <00:05:58.319>pod. 00:05:58.320 --> 00:06:01.150 align:start position:0% <00:05:58.320>encapsulates <00:05:58.436>them <00:05:58.553>in <00:05:58.670>a <00:05:58.786>pod. <00:05:58.903>So, <00:05:59.020>they <00:05:59.136>run <00:05:59.253>as <00:05:59.370>a <00:05:59.486>static <00:05:59.603>binary <00:05:59.719>inside 00:06:01.150 --> 00:06:01.160 align:start position:0% <00:06:01.150>So, <00:06:01.151>they <00:06:01.152>run <00:06:01.153>as <00:06:01.155>a <00:06:01.156>static <00:06:01.157>binary <00:06:01.159>inside 00:06:01.160 --> 00:06:02.350 align:start position:0% <00:06:01.160>So, <00:06:01.267>they <00:06:01.374>run <00:06:01.481>as <00:06:01.588>a <00:06:01.695>static <00:06:01.802>binary <00:06:01.909>inside <00:06:02.016>of <00:06:02.123>a <00:06:02.231>pod. 00:06:02.350 --> 00:06:02.360 align:start position:0% <00:06:02.350>of <00:06:02.354>a <00:06:02.359>pod. 00:06:02.360 --> 00:06:04.590 align:start position:0% <00:06:02.360>of <00:06:02.535>a <00:06:02.710>pod. <00:06:02.885>This <00:06:03.060>gives <00:06:03.235>you <00:06:03.410>a <00:06:03.585>few <00:06:03.760>interesting 00:06:04.590 --> 00:06:04.600 align:start position:0% <00:06:04.590>This <00:06:04.591>gives <00:06:04.593>you <00:06:04.595>a <00:06:04.597>few <00:06:04.599>interesting 00:06:04.600 --> 00:06:08.030 align:start position:0% <00:06:04.600>This <00:06:04.727>gives <00:06:04.854>you <00:06:04.981>a <00:06:05.109>few <00:06:05.236>interesting <00:06:05.363>properties. <00:06:05.490>One <00:06:05.618>of <00:06:05.745>them <00:06:05.872>being <00:06:06.000>that 00:06:08.030 --> 00:06:08.040 align:start position:0% <00:06:08.030>properties. <00:06:08.031>One <00:06:08.033>of <00:06:08.035>them <00:06:08.037>being <00:06:08.039>that 00:06:08.040 --> 00:06:10.710 align:start position:0% <00:06:08.040>properties. <00:06:08.167>One <00:06:08.294>of <00:06:08.421>them <00:06:08.549>being <00:06:08.676>that <00:06:08.803>the <00:06:08.930>consumer <00:06:09.058>of <00:06:09.185>your <00:06:09.312>Kubernetes <00:06:09.440>cluster, 00:06:10.710 --> 00:06:10.720 align:start position:0% <00:06:10.710>the <00:06:10.711>consumer <00:06:10.713>of <00:06:10.715>your <00:06:10.717>Kubernetes <00:06:10.719>cluster, 00:06:10.720 --> 00:06:13.710 align:start position:0% <00:06:10.720>the <00:06:10.860>consumer <00:06:11.000>of <00:06:11.140>your <00:06:11.280>Kubernetes <00:06:11.420>cluster, <00:06:11.560>which <00:06:11.700>runs <00:06:11.840>inside <00:06:11.980>of <00:06:12.120>V-cluster, 00:06:13.710 --> 00:06:13.720 align:start position:0% <00:06:13.710>which <00:06:13.712>runs <00:06:13.714>inside <00:06:13.716>of <00:06:13.719>V-cluster, 00:06:13.720 --> 00:06:17.110 align:start position:0% <00:06:13.720>which <00:06:13.836>runs <00:06:13.953>inside <00:06:14.070>of <00:06:14.186>V-cluster, <00:06:14.303>is <00:06:14.420>talking <00:06:14.536>to <00:06:14.653>their <00:06:14.770>own <00:06:14.886>Q <00:06:15.003>API <00:06:15.120>server. 00:06:17.110 --> 00:06:17.120 align:start position:0% <00:06:17.110>is <00:06:17.111>talking <00:06:17.112>to <00:06:17.113>their <00:06:17.115>own <00:06:17.116>Q <00:06:17.117>API <00:06:17.119>server. 00:06:17.120 --> 00:06:18.670 align:start position:0% <00:06:17.120>is <00:06:17.236>talking <00:06:17.352>to <00:06:17.468>their <00:06:17.585>own <00:06:17.701>Q <00:06:17.817>API <00:06:17.933>server. <00:06:18.050>And <00:06:18.166>the <00:06:18.282>resources <00:06:18.398>that <00:06:18.515>Kubernetes 00:06:18.670 --> 00:06:18.680 align:start position:0% <00:06:18.670>And <00:06:18.672>the <00:06:18.674>resources <00:06:18.676>that <00:06:18.679>Kubernetes 00:06:18.680 --> 00:06:20.710 align:start position:0% <00:06:18.680>And <00:06:18.820>the <00:06:18.960>resources <00:06:19.100>that <00:06:19.240>Kubernetes <00:06:19.380>creates <00:06:19.520>are <00:06:19.660>stored <00:06:19.800>in <00:06:19.940>their <00:06:20.080>own 00:06:20.710 --> 00:06:20.720 align:start position:0% <00:06:20.710>creates <00:06:20.711>are <00:06:20.713>stored <00:06:20.715>in <00:06:20.717>their <00:06:20.719>own 00:06:20.720 --> 00:06:23.310 align:start position:0% <00:06:20.720>creates <00:06:20.847>are <00:06:20.974>stored <00:06:21.101>in <00:06:21.229>their <00:06:21.356>own <00:06:21.483>dedicated <00:06:21.610>data <00:06:21.738>store. <00:06:21.865>In <00:06:21.992>an <00:06:22.120>open-source 00:06:23.310 --> 00:06:23.320 align:start position:0% <00:06:23.310>dedicated <00:06:23.311>data <00:06:23.313>store. <00:06:23.315>In <00:06:23.317>an <00:06:23.319>open-source 00:06:23.320 --> 00:06:25.430 align:start position:0% <00:06:23.320>dedicated <00:06:23.436>data <00:06:23.553>store. <00:06:23.670>In <00:06:23.786>an <00:06:23.903>open-source <00:06:24.020>V-cluster, <00:06:24.136>it's <00:06:24.253>MySQL, <00:06:24.370>but <00:06:24.486>you <00:06:24.603>can <00:06:24.719>use 00:06:25.430 --> 00:06:25.440 align:start position:0% <00:06:25.430>V-cluster, <00:06:25.431>it's <00:06:25.433>MySQL, <00:06:25.434>but <00:06:25.436>you <00:06:25.437>can <00:06:25.439>use 00:06:25.440 --> 00:06:28.390 align:start position:0% <00:06:25.440>V-cluster, <00:06:25.547>it's <00:06:25.655>MySQL, <00:06:25.763>but <00:06:25.870>you <00:06:25.978>can <00:06:26.086>use <00:06:26.193>etcd, <00:06:26.301>you <00:06:26.409>can <00:06:26.516>use <00:06:26.624>cloud <00:06:26.732>database. <00:06:26.840>So, 00:06:28.390 --> 00:06:28.400 align:start position:0% <00:06:28.390>etcd, <00:06:28.391>you <00:06:28.393>can <00:06:28.394>use <00:06:28.395>cloud <00:06:28.397>database. <00:06:28.399>So, 00:06:28.400 --> 00:06:31.710 align:start position:0% <00:06:28.400>etcd, <00:06:28.516>you <00:06:28.633>can <00:06:28.750>use <00:06:28.866>cloud <00:06:28.983>database. <00:06:29.099>So, <00:06:29.216>it's <00:06:29.333>quite <00:06:29.450>flexible <00:06:29.566>in <00:06:29.683>this <00:06:29.799>sense. 00:06:31.710 --> 00:06:31.720 align:start position:0% <00:06:31.710>it's <00:06:31.711>quite <00:06:31.713>flexible <00:06:31.715>in <00:06:31.717>this <00:06:31.719>sense. 00:06:31.720 --> 00:06:34.270 align:start position:0% <00:06:31.720>it's <00:06:31.836>quite <00:06:31.953>flexible <00:06:32.070>in <00:06:32.186>this <00:06:32.303>sense. <00:06:32.420>Important <00:06:32.536>caveat <00:06:32.653>here <00:06:32.770>is <00:06:32.886>that <00:06:33.003>because <00:06:33.120>we 00:06:34.270 --> 00:06:34.280 align:start position:0% <00:06:34.270>Important <00:06:34.271>caveat <00:06:34.272>here <00:06:34.274>is <00:06:34.275>that <00:06:34.277>because <00:06:34.279>we 00:06:34.280 --> 00:06:37.470 align:start position:0% <00:06:34.280>Important <00:06:34.380>caveat <00:06:34.479>here <00:06:34.580>is <00:06:34.679>that <00:06:34.780>because <00:06:34.880>we <00:06:34.979>can <00:06:35.080>take <00:06:35.179>K <00:06:35.280>I <00:06:35.380>scheduler <00:06:35.479>and <00:06:35.580>install <00:06:35.679>it 00:06:37.470 --> 00:06:37.480 align:start position:0% <00:06:37.470>can <00:06:37.471>take <00:06:37.472>K <00:06:37.473>I <00:06:37.475>scheduler <00:06:37.476>and <00:06:37.477>install <00:06:37.479>it 00:06:37.480 --> 00:06:40.230 align:start position:0% <00:06:37.480>can <00:06:37.587>take <00:06:37.695>K <00:06:37.803>I <00:06:37.910>scheduler <00:06:38.018>and <00:06:38.126>install <00:06:38.233>it <00:06:38.341>inside <00:06:38.449>of <00:06:38.556>virtual <00:06:38.664>cluster, <00:06:38.772>the <00:06:38.880>blast 00:06:40.230 --> 00:06:40.240 align:start position:0% <00:06:40.230>inside <00:06:40.231>of <00:06:40.233>virtual <00:06:40.235>cluster, <00:06:40.237>the <00:06:40.239>blast 00:06:40.240 --> 00:06:41.390 align:start position:0% <00:06:40.240>inside <00:06:40.412>of <00:06:40.585>virtual <00:06:40.757>cluster, <00:06:40.930>the <00:06:41.102>blast <00:06:41.275>radius 00:06:41.390 --> 00:06:41.400 align:start position:0% radius 00:06:41.400 --> 00:06:44.950 align:start position:0% <00:06:41.400>radius <00:06:41.599>that <00:06:41.799>any <00:06:42.000>faulty <00:06:42.200>deployment <00:06:42.400>can <00:06:42.599>cause <00:06:42.799>is 00:06:44.950 --> 00:06:44.960 align:start position:0% <00:06:44.950>that <00:06:44.951>any <00:06:44.953>faulty <00:06:44.954>deployment <00:06:44.955>can <00:06:44.957>cause <00:06:44.959>is 00:06:44.960 --> 00:06:48.190 align:start position:0% <00:06:44.960>that <00:06:45.087>any <00:06:45.214>faulty <00:06:45.341>deployment <00:06:45.469>can <00:06:45.596>cause <00:06:45.723>is <00:06:45.850>limited <00:06:45.978>to <00:06:46.105>this <00:06:46.232>virtual <00:06:46.359>cluster. 00:06:48.190 --> 00:06:48.200 align:start position:0% <00:06:48.190>limited <00:06:48.192>to <00:06:48.194>this <00:06:48.196>virtual <00:06:48.199>cluster. 00:06:48.200 --> 00:06:49.870 align:start position:0% <00:06:48.200>limited <00:06:48.327>to <00:06:48.454>this <00:06:48.581>virtual <00:06:48.709>cluster. <00:06:48.836>So, <00:06:48.963>this <00:06:49.090>is <00:06:49.218>the <00:06:49.345>key <00:06:49.472>component, <00:06:49.599>whether 00:06:49.870 --> 00:06:49.880 align:start position:0% <00:06:49.870>So, <00:06:49.871>this <00:06:49.873>is <00:06:49.874>the <00:06:49.876>key <00:06:49.877>component, <00:06:49.879>whether 00:06:49.880 --> 00:06:52.270 align:start position:0% <00:06:49.880>So, <00:06:49.987>this <00:06:50.095>is <00:06:50.203>the <00:06:50.310>key <00:06:50.418>component, <00:06:50.526>whether <00:06:50.633>it's <00:06:50.741>a <00:06:50.849>sandbox <00:06:50.956>for <00:06:51.064>our <00:06:51.172>developers <00:06:51.280>to 00:06:52.270 --> 00:06:52.280 align:start position:0% <00:06:52.270>it's <00:06:52.271>a <00:06:52.272>sandbox <00:06:52.274>for <00:06:52.275>our <00:06:52.277>developers <00:06:52.279>to 00:06:52.280 --> 00:06:54.630 align:start position:0% <00:06:52.280>it's <00:06:52.396>a <00:06:52.513>sandbox <00:06:52.630>for <00:06:52.746>our <00:06:52.863>developers <00:06:52.979>to <00:06:53.096>play <00:06:53.213>around <00:06:53.330>with <00:06:53.446>GPU <00:06:53.563>or <00:06:53.679>something 00:06:54.630 --> 00:06:54.640 align:start position:0% <00:06:54.630>play <00:06:54.631>around <00:06:54.633>with <00:06:54.635>GPU <00:06:54.637>or <00:06:54.639>something 00:06:54.640 --> 00:06:57.350 align:start position:0% <00:06:54.640>play <00:06:54.795>around <00:06:54.951>with <00:06:55.106>GPU <00:06:55.262>or <00:06:55.417>something <00:06:55.573>production <00:06:55.728>grade, <00:06:55.884>we <00:06:56.039>as 00:06:57.350 --> 00:06:57.360 align:start position:0% <00:06:57.350>production <00:06:57.353>grade, <00:06:57.356>we <00:06:57.359>as 00:06:57.360 --> 00:07:00.350 align:start position:0% <00:06:57.360>production <00:06:57.535>grade, <00:06:57.710>we <00:06:57.885>as <00:06:58.060>senior <00:06:58.235>SREs <00:06:58.410>or <00:06:58.585>platform <00:06:58.760>engineers 00:07:00.350 --> 00:07:00.360 align:start position:0% <00:07:00.350>senior <00:07:00.352>SREs <00:07:00.354>or <00:07:00.356>platform <00:07:00.359>engineers 00:07:00.360 --> 00:07:04.790 align:start position:0% <00:07:00.360>senior <00:07:00.487>SREs <00:07:00.614>or <00:07:00.741>platform <00:07:00.869>engineers <00:07:00.996>control <00:07:01.123>this <00:07:01.250>to <00:07:01.378>a <00:07:01.505>very <00:07:01.632>high <00:07:01.760>degree. 00:07:04.800 --> 00:07:05.830 align:start position:0% Right. 00:07:05.830 --> 00:07:05.840 align:start position:0% Right. 00:07:05.840 --> 00:07:08.150 align:start position:0% <00:07:05.840>Right. <00:07:06.015>So, <00:07:06.190>a <00:07:06.364>little <00:07:06.539>bit <00:07:06.715>more <00:07:06.890>about <00:07:07.065>V-cluster. <00:07:07.239>I 00:07:08.150 --> 00:07:08.160 align:start position:0% <00:07:08.150>So, <00:07:08.151>a <00:07:08.152>little <00:07:08.153>bit <00:07:08.155>more <00:07:08.156>about <00:07:08.157>V-cluster. <00:07:08.159>I 00:07:08.160 --> 00:07:10.670 align:start position:0% <00:07:08.160>So, <00:07:08.253>a <00:07:08.346>little <00:07:08.440>bit <00:07:08.533>more <00:07:08.626>about <00:07:08.720>V-cluster. <00:07:08.813>I <00:07:08.906>like <00:07:09.000>to <00:07:09.093>talk <00:07:09.186>about <00:07:09.280>it <00:07:09.373>on <00:07:09.466>a <00:07:09.560>spectrum. 00:07:10.670 --> 00:07:10.680 align:start position:0% <00:07:10.670>like <00:07:10.671>to <00:07:10.672>talk <00:07:10.673>about <00:07:10.675>it <00:07:10.676>on <00:07:10.677>a <00:07:10.679>spectrum. 00:07:10.680 --> 00:07:13.870 align:start position:0% <00:07:10.680>like <00:07:10.787>to <00:07:10.895>talk <00:07:11.003>about <00:07:11.110>it <00:07:11.218>on <00:07:11.326>a <00:07:11.433>spectrum. <00:07:11.541>When <00:07:11.649>you <00:07:11.756>think <00:07:11.864>of <00:07:11.972>multi-tenancy <00:07:12.080>or 00:07:13.870 --> 00:07:13.880 align:start position:0% <00:07:13.870>When <00:07:13.871>you <00:07:13.873>think <00:07:13.875>of <00:07:13.877>multi-tenancy <00:07:13.879>or 00:07:13.880 --> 00:07:17.790 align:start position:0% <00:07:13.880>When <00:07:14.020>you <00:07:14.159>think <00:07:14.300>of <00:07:14.440>multi-tenancy <00:07:14.580>or <00:07:14.719>isolating <00:07:14.860>tenants <00:07:15.000>from <00:07:15.140>one <00:07:15.280>another, 00:07:17.790 --> 00:07:17.800 align:start position:0% <00:07:17.790>isolating <00:07:17.792>tenants <00:07:17.794>from <00:07:17.796>one <00:07:17.799>another, 00:07:17.800 --> 00:07:20.590 align:start position:0% <00:07:17.800>isolating <00:07:17.907>tenants <00:07:18.015>from <00:07:18.123>one <00:07:18.230>another, <00:07:18.338>we <00:07:18.446>always <00:07:18.553>fall <00:07:18.661>in <00:07:18.769>a <00:07:18.876>kind <00:07:18.984>of <00:07:19.092>spectrum. <00:07:19.200>At 00:07:20.590 --> 00:07:20.600 align:start position:0% <00:07:20.590>we <00:07:20.591>always <00:07:20.592>fall <00:07:20.593>in <00:07:20.594>a <00:07:20.595>kind <00:07:20.596>of <00:07:20.597>spectrum. <00:07:20.599>At 00:07:20.600 --> 00:07:23.870 align:start position:0% <00:07:20.600>we <00:07:20.693>always <00:07:20.786>fall <00:07:20.880>in <00:07:20.973>a <00:07:21.066>kind <00:07:21.160>of <00:07:21.253>spectrum. <00:07:21.346>At <00:07:21.440>one <00:07:21.533>way, <00:07:21.626>we <00:07:21.720>want <00:07:21.813>certain <00:07:21.906>workloads <00:07:22.000>and 00:07:23.870 --> 00:07:23.880 align:start position:0% <00:07:23.870>one <00:07:23.871>way, <00:07:23.873>we <00:07:23.874>want <00:07:23.876>certain <00:07:23.877>workloads <00:07:23.879>and 00:07:23.880 --> 00:07:27.310 align:start position:0% <00:07:23.880>one <00:07:23.987>way, <00:07:24.095>we <00:07:24.203>want <00:07:24.310>certain <00:07:24.418>workloads <00:07:24.526>and <00:07:24.633>certain <00:07:24.741>teams <00:07:24.849>and <00:07:24.956>resources <00:07:25.064>to <00:07:25.172>be <00:07:25.280>fully 00:07:27.310 --> 00:07:27.320 align:start position:0% <00:07:27.310>certain <00:07:27.311>teams <00:07:27.313>and <00:07:27.314>resources <00:07:27.316>to <00:07:27.317>be <00:07:27.319>fully 00:07:27.320 --> 00:07:30.110 align:start position:0% <00:07:27.320>certain <00:07:27.427>teams <00:07:27.535>and <00:07:27.643>resources <00:07:27.750>to <00:07:27.858>be <00:07:27.966>fully <00:07:28.073>isolated. <00:07:28.181>We <00:07:28.289>might <00:07:28.396>decide <00:07:28.504>to <00:07:28.612>give <00:07:28.719>them 00:07:30.110 --> 00:07:30.120 align:start position:0% <00:07:30.110>isolated. <00:07:30.111>We <00:07:30.113>might <00:07:30.114>decide <00:07:30.116>to <00:07:30.117>give <00:07:30.119>them 00:07:30.120 --> 00:07:31.870 align:start position:0% <00:07:30.120>isolated. <00:07:30.275>We <00:07:30.431>might <00:07:30.586>decide <00:07:30.742>to <00:07:30.897>give <00:07:31.053>them <00:07:31.208>completely <00:07:31.364>independent <00:07:31.520>physical 00:07:31.870 --> 00:07:31.880 align:start position:0% <00:07:31.870>completely <00:07:31.874>independent <00:07:31.879>physical 00:07:31.880 --> 00:07:33.710 align:start position:0% <00:07:31.880>completely <00:07:32.230>independent <00:07:32.580>physical <00:07:32.930>Kubernetes <00:07:33.280>clusters. 00:07:33.710 --> 00:07:33.720 align:start position:0% <00:07:33.710>Kubernetes <00:07:33.719>clusters. 00:07:33.720 --> 00:07:35.390 align:start position:0% <00:07:33.720>Kubernetes <00:07:33.920>clusters. <00:07:34.120>That's <00:07:34.320>where <00:07:34.520>V-cluster <00:07:34.720>can <00:07:34.920>also <00:07:35.120>help 00:07:35.390 --> 00:07:35.400 align:start position:0% <00:07:35.390>That's <00:07:35.391>where <00:07:35.393>V-cluster <00:07:35.395>can <00:07:35.397>also <00:07:35.399>help 00:07:35.400 --> 00:07:37.390 align:start position:0% <00:07:35.400>That's <00:07:35.539>where <00:07:35.679>V-cluster <00:07:35.820>can <00:07:35.960>also <00:07:36.099>help <00:07:36.239>with <00:07:36.380>something <00:07:36.520>called <00:07:36.659>private <00:07:36.799>nodes, 00:07:37.390 --> 00:07:37.400 align:start position:0% <00:07:37.390>with <00:07:37.392>something <00:07:37.394>called <00:07:37.396>private <00:07:37.399>nodes, 00:07:37.400 --> 00:07:39.470 align:start position:0% <00:07:37.400>with <00:07:37.527>something <00:07:37.654>called <00:07:37.781>private <00:07:37.909>nodes, <00:07:38.036>which <00:07:38.163>every <00:07:38.290>virtual <00:07:38.418>cluster <00:07:38.545>can <00:07:38.672>have <00:07:38.799>its 00:07:39.470 --> 00:07:39.480 align:start position:0% <00:07:39.470>which <00:07:39.471>every <00:07:39.473>virtual <00:07:39.474>cluster <00:07:39.476>can <00:07:39.477>have <00:07:39.479>its 00:07:39.480 --> 00:07:42.390 align:start position:0% <00:07:39.480>which <00:07:39.635>every <00:07:39.791>virtual <00:07:39.946>cluster <00:07:40.102>can <00:07:40.257>have <00:07:40.413>its <00:07:40.568>own <00:07:40.724>dedicated <00:07:40.880>infrastructure. 00:07:42.390 --> 00:07:42.400 align:start position:0% <00:07:42.390>own <00:07:42.394>dedicated <00:07:42.399>infrastructure. 00:07:42.400 --> 00:07:44.630 align:start position:0% <00:07:42.400>own <00:07:42.516>dedicated <00:07:42.633>infrastructure. <00:07:42.750>Up <00:07:42.866>to <00:07:42.983>a <00:07:43.099>point <00:07:43.216>where <00:07:43.333>we <00:07:43.450>want <00:07:43.566>to <00:07:43.683>share <00:07:43.799>as 00:07:44.630 --> 00:07:44.640 align:start position:0% <00:07:44.630>Up <00:07:44.631>to <00:07:44.632>a <00:07:44.633>point <00:07:44.634>where <00:07:44.635>we <00:07:44.635>want <00:07:44.637>to <00:07:44.638>share <00:07:44.639>as 00:07:44.640 --> 00:07:46.990 align:start position:0% <00:07:44.640>Up <00:07:44.722>to <00:07:44.804>a <00:07:44.887>point <00:07:44.969>where <00:07:45.051>we <00:07:45.134>want <00:07:45.216>to <00:07:45.298>share <00:07:45.381>as <00:07:45.463>much <00:07:45.545>as <00:07:45.628>possible. <00:07:45.710>So, <00:07:45.792>we <00:07:45.875>are <00:07:45.957>closing <00:07:46.039>to 00:07:46.990 --> 00:07:47.000 align:start position:0% <00:07:46.990>much <00:07:46.991>as <00:07:46.992>possible. <00:07:46.993>So, <00:07:46.995>we <00:07:46.996>are <00:07:46.997>closing <00:07:46.999>to 00:07:47.000 --> 00:07:49.510 align:start position:0% <00:07:47.000>much <00:07:47.140>as <00:07:47.280>possible. <00:07:47.420>So, <00:07:47.560>we <00:07:47.700>are <00:07:47.840>closing <00:07:47.980>to <00:07:48.120>the <00:07:48.260>namespaces <00:07:48.400>area 00:07:49.510 --> 00:07:49.520 align:start position:0% <00:07:49.510>the <00:07:49.514>namespaces <00:07:49.519>area 00:07:49.520 --> 00:07:52.310 align:start position:0% <00:07:49.520>the <00:07:49.647>namespaces <00:07:49.774>area <00:07:49.901>where <00:07:50.029>we <00:07:50.156>say <00:07:50.283>we <00:07:50.410>are <00:07:50.538>totally <00:07:50.665>fine <00:07:50.792>if <00:07:50.919>our 00:07:52.310 --> 00:07:52.320 align:start position:0% <00:07:52.310>where <00:07:52.311>we <00:07:52.312>say <00:07:52.313>we <00:07:52.314>are <00:07:52.315>totally <00:07:52.316>fine <00:07:52.317>if <00:07:52.319>our 00:07:52.320 --> 00:07:55.230 align:start position:0% <00:07:52.320>where <00:07:52.420>we <00:07:52.520>say <00:07:52.620>we <00:07:52.719>are <00:07:52.820>totally <00:07:52.920>fine <00:07:53.020>if <00:07:53.120>our <00:07:53.219>workloads <00:07:53.320>are <00:07:53.420>scheduled <00:07:53.520>on <00:07:53.620>the <00:07:53.719>same 00:07:55.230 --> 00:07:55.240 align:start position:0% <00:07:55.230>workloads <00:07:55.231>are <00:07:55.233>scheduled <00:07:55.235>on <00:07:55.237>the <00:07:55.239>same 00:07:55.240 --> 00:07:57.470 align:start position:0% <00:07:55.240>workloads <00:07:55.440>are <00:07:55.640>scheduled <00:07:55.840>on <00:07:56.040>the <00:07:56.240>same <00:07:56.440>underlying <00:07:56.640>infrastructure. 00:07:57.470 --> 00:07:57.480 align:start position:0% <00:07:57.470>underlying <00:07:57.479>infrastructure. 00:07:57.480 --> 00:07:59.310 align:start position:0% <00:07:57.480>underlying <00:07:57.620>infrastructure. <00:07:57.760>So, <00:07:57.900>in <00:07:58.040>this <00:07:58.180>example, <00:07:58.320>you <00:07:58.460>can <00:07:58.600>see <00:07:58.740>that <00:07:58.880>a 00:07:59.310 --> 00:07:59.320 align:start position:0% <00:07:59.310>So, <00:07:59.311>in <00:07:59.312>this <00:07:59.313>example, <00:07:59.314>you <00:07:59.315>can <00:07:59.316>see <00:07:59.317>that <00:07:59.319>a 00:07:59.320 --> 00:08:00.750 align:start position:0% <00:07:59.320>So, <00:07:59.448>in <00:07:59.577>this <00:07:59.706>example, <00:07:59.834>you <00:07:59.963>can <00:08:00.092>see <00:08:00.220>that <00:08:00.349>a <00:08:00.478>tenant <00:08:00.607>one 00:08:00.750 --> 00:08:00.760 align:start position:0% <00:08:00.750>tenant <00:08:00.759>one 00:08:00.760 --> 00:08:03.550 align:start position:0% <00:08:00.760>tenant <00:08:00.960>one <00:08:01.159>runs <00:08:01.360>its <00:08:01.560>own <00:08:01.760>workloads <00:08:01.960>inside <00:08:02.159>the 00:08:03.550 --> 00:08:03.560 align:start position:0% <00:08:03.550>runs <00:08:03.551>its <00:08:03.553>own <00:08:03.555>workloads <00:08:03.557>inside <00:08:03.559>the 00:08:03.560 --> 00:08:05.230 align:start position:0% <00:08:03.560>runs <00:08:03.760>its <00:08:03.960>own <00:08:04.160>workloads <00:08:04.360>inside <00:08:04.560>the <00:08:04.760>virtual <00:08:04.960>cluster 00:08:05.230 --> 00:08:05.240 align:start position:0% <00:08:05.230>virtual <00:08:05.239>cluster 00:08:05.240 --> 00:08:07.670 align:start position:0% <00:08:05.240>virtual <00:08:05.395>cluster <00:08:05.551>here <00:08:05.706>in <00:08:05.862>this <00:08:06.017>box, <00:08:06.173>but <00:08:06.328>we <00:08:06.484>decided <00:08:06.640>to 00:08:07.670 --> 00:08:07.680 align:start position:0% <00:08:07.670>here <00:08:07.671>in <00:08:07.672>this <00:08:07.673>box, <00:08:07.675>but <00:08:07.676>we <00:08:07.677>decided <00:08:07.679>to 00:08:07.680 --> 00:08:10.590 align:start position:0% <00:08:07.680>here <00:08:07.796>in <00:08:07.913>this <00:08:08.030>box, <00:08:08.146>but <00:08:08.263>we <00:08:08.380>decided <00:08:08.496>to <00:08:08.613>share <00:08:08.730>global <00:08:08.846>services <00:08:08.963>from <00:08:09.080>the 00:08:10.590 --> 00:08:10.600 align:start position:0% <00:08:10.590>share <00:08:10.592>global <00:08:10.594>services <00:08:10.596>from <00:08:10.599>the 00:08:10.600 --> 00:08:13.550 align:start position:0% <00:08:10.600>share <00:08:10.740>global <00:08:10.880>services <00:08:11.020>from <00:08:11.160>the <00:08:11.300>underlying <00:08:11.440>host <00:08:11.580>cluster, <00:08:11.720>right? <00:08:11.860>So, <00:08:12.000>we 00:08:13.550 --> 00:08:13.560 align:start position:0% <00:08:13.550>underlying <00:08:13.551>host <00:08:13.553>cluster, <00:08:13.555>right? <00:08:13.557>So, <00:08:13.559>we 00:08:13.560 --> 00:08:15.230 align:start position:0% <00:08:13.560>underlying <00:08:13.700>host <00:08:13.840>cluster, <00:08:13.980>right? <00:08:14.120>So, <00:08:14.260>we <00:08:14.400>can <00:08:14.540>say <00:08:14.680>cert <00:08:14.820>manager, <00:08:14.960>ingress 00:08:15.230 --> 00:08:15.240 align:start position:0% <00:08:15.230>can <00:08:15.232>say <00:08:15.234>cert <00:08:15.236>manager, <00:08:15.239>ingress 00:08:15.240 --> 00:08:17.950 align:start position:0% <00:08:15.240>can <00:08:15.415>say <00:08:15.590>cert <00:08:15.765>manager, <00:08:15.940>ingress <00:08:16.115>controller, <00:08:16.290>maybe <00:08:16.465>Kyverno, <00:08:16.640>other 00:08:17.950 --> 00:08:17.960 align:start position:0% <00:08:17.950>controller, <00:08:17.953>maybe <00:08:17.955>Kyverno, <00:08:17.959>other 00:08:17.960 --> 00:08:20.230 align:start position:0% <00:08:17.960>controller, <00:08:18.159>maybe <00:08:18.359>Kyverno, <00:08:18.560>other <00:08:18.760>components, <00:08:18.960>we <00:08:19.159>essentially <00:08:19.359>synchronize 00:08:20.230 --> 00:08:20.240 align:start position:0% <00:08:20.230>components, <00:08:20.233>we <00:08:20.236>essentially <00:08:20.239>synchronize 00:08:20.240 --> 00:08:22.470 align:start position:0% <00:08:20.240>components, <00:08:20.380>we <00:08:20.520>essentially <00:08:20.660>synchronize <00:08:20.800>them <00:08:20.940>between <00:08:21.080>virtual <00:08:21.220>cluster <00:08:21.360>and <00:08:21.500>a <00:08:21.640>host 00:08:22.470 --> 00:08:22.480 align:start position:0% <00:08:22.470>them <00:08:22.471>between <00:08:22.473>virtual <00:08:22.474>cluster <00:08:22.476>and <00:08:22.477>a <00:08:22.479>host 00:08:22.480 --> 00:08:25.150 align:start position:0% <00:08:22.480>them <00:08:22.587>between <00:08:22.695>virtual <00:08:22.803>cluster <00:08:22.910>and <00:08:23.018>a <00:08:23.126>host <00:08:23.233>cluster. <00:08:23.341>Thus, <00:08:23.449>as <00:08:23.556>as <00:08:23.664>SREs <00:08:23.772>or <00:08:23.880>platform 00:08:25.150 --> 00:08:25.160 align:start position:0% <00:08:25.150>cluster. <00:08:25.151>Thus, <00:08:25.153>as <00:08:25.154>as <00:08:25.156>SREs <00:08:25.157>or <00:08:25.159>platform 00:08:25.160 --> 00:08:26.350 align:start position:0% <00:08:25.160>cluster. <00:08:25.313>Thus, <00:08:25.466>as <00:08:25.619>as <00:08:25.772>SREs <00:08:25.925>or <00:08:26.078>platform <00:08:26.231>engineers, 00:08:26.350 --> 00:08:26.360 align:start position:0% engineers, 00:08:26.360 --> 00:08:29.390 align:start position:0% <00:08:26.360>engineers, <00:08:26.593>we <00:08:26.826>don't <00:08:27.060>have <00:08:27.293>to <00:08:27.526>redo <00:08:27.760>everything. 00:08:29.390 --> 00:08:29.400 align:start position:0% <00:08:29.390>we <00:08:29.391>don't <00:08:29.393>have <00:08:29.395>to <00:08:29.397>redo <00:08:29.399>everything. 00:08:29.400 --> 00:08:31.830 align:start position:0% <00:08:29.400>we <00:08:29.507>don't <00:08:29.615>have <00:08:29.723>to <00:08:29.830>redo <00:08:29.938>everything. <00:08:30.046>So, <00:08:30.153>if <00:08:30.261>you <00:08:30.369>think <00:08:30.476>about <00:08:30.584>vcluster <00:08:30.692>and <00:08:30.799>you 00:08:31.830 --> 00:08:31.840 align:start position:0% <00:08:31.830>So, <00:08:31.831>if <00:08:31.832>you <00:08:31.833>think <00:08:31.835>about <00:08:31.836>vcluster <00:08:31.837>and <00:08:31.839>you 00:08:31.840 --> 00:08:34.230 align:start position:0% <00:08:31.840>So, <00:08:31.956>if <00:08:32.073>you <00:08:32.189>think <00:08:32.306>about <00:08:32.423>vcluster <00:08:32.539>and <00:08:32.656>you <00:08:32.773>encounter <00:08:32.890>it <00:08:33.006>in <00:08:33.123>the <00:08:33.240>future, 00:08:34.230 --> 00:08:34.240 align:start position:0% <00:08:34.230>encounter <00:08:34.232>it <00:08:34.234>in <00:08:34.236>the <00:08:34.239>future, 00:08:34.240 --> 00:08:37.670 align:start position:0% <00:08:34.240>encounter <00:08:34.356>it <00:08:34.473>in <00:08:34.590>the <00:08:34.706>future, <00:08:34.823>it <00:08:34.940>solves <00:08:35.056>the <00:08:35.173>problems <00:08:35.289>where <00:08:35.406>you <00:08:35.523>need <00:08:35.640>to 00:08:37.670 --> 00:08:37.680 align:start position:0% <00:08:37.669>it <00:08:37.671>solves <00:08:37.672>the <00:08:37.673>problems <00:08:37.675>where <00:08:37.676>you <00:08:37.677>need <00:08:37.679>to 00:08:37.680 --> 00:08:39.990 align:start position:0% <00:08:37.679>it <00:08:37.780>solves <00:08:37.880>the <00:08:37.979>problems <00:08:38.079>where <00:08:38.179>you <00:08:38.280>need <00:08:38.380>to <00:08:38.479>isolate <00:08:38.579>tenants <00:08:38.679>from <00:08:38.780>one <00:08:38.880>another <00:08:38.979>in <00:08:39.079>a 00:08:39.990 --> 00:08:40.000 align:start position:0% <00:08:39.990>isolate <00:08:39.991>tenants <00:08:39.993>from <00:08:39.994>one <00:08:39.996>another <00:08:39.997>in <00:08:39.999>a 00:08:40.000 --> 00:08:41.990 align:start position:0% <00:08:40.000>isolate <00:08:40.155>tenants <00:08:40.311>from <00:08:40.466>one <00:08:40.622>another <00:08:40.777>in <00:08:40.933>a <00:08:41.088>very <00:08:41.244>flexible <00:08:41.400>way. 00:08:41.990 --> 00:08:42.000 align:start position:0% <00:08:41.990>very <00:08:41.994>flexible <00:08:41.999>way. 00:08:42.000 --> 00:08:44.390 align:start position:0% <00:08:42.000>very <00:08:42.140>flexible <00:08:42.280>way. <00:08:42.419>You <00:08:42.559>can <00:08:42.700>move <00:08:42.840>them <00:08:42.980>on <00:08:43.120>the <00:08:43.260>spectrum <00:08:43.400>of 00:08:44.390 --> 00:08:44.400 align:start position:0% <00:08:44.390>You <00:08:44.391>can <00:08:44.392>move <00:08:44.393>them <00:08:44.395>on <00:08:44.396>the <00:08:44.397>spectrum <00:08:44.399>of 00:08:44.400 --> 00:08:46.430 align:start position:0% <00:08:44.400>You <00:08:44.527>can <00:08:44.654>move <00:08:44.781>them <00:08:44.909>on <00:08:45.036>the <00:08:45.163>spectrum <00:08:45.290>of <00:08:45.418>full <00:08:45.545>isolation, <00:08:45.672>like <00:08:45.800>completely 00:08:46.430 --> 00:08:46.440 align:start position:0% <00:08:46.430>full <00:08:46.433>isolation, <00:08:46.436>like <00:08:46.439>completely 00:08:46.440 --> 00:08:49.230 align:start position:0% <00:08:46.440>full <00:08:46.640>isolation, <00:08:46.840>like <00:08:47.040>completely <00:08:47.240>independent <00:08:47.440>infrastructure, <00:08:47.640>to <00:08:47.840>running 00:08:49.230 --> 00:08:49.240 align:start position:0% <00:08:49.230>independent <00:08:49.233>infrastructure, <00:08:49.236>to <00:08:49.239>running 00:08:49.240 --> 00:08:51.430 align:start position:0% <00:08:49.240>independent <00:08:49.415>infrastructure, <00:08:49.590>to <00:08:49.765>running <00:08:49.940>on <00:08:50.115>the <00:08:50.290>same <00:08:50.465>infrastructure <00:08:50.640>sharing 00:08:51.430 --> 00:08:51.440 align:start position:0% <00:08:51.430>on <00:08:51.432>the <00:08:51.434>same <00:08:51.436>infrastructure <00:08:51.439>sharing 00:08:51.440 --> 00:08:53.470 align:start position:0% <00:08:51.440>on <00:08:51.567>the <00:08:51.694>same <00:08:51.821>infrastructure <00:08:51.949>sharing <00:08:52.076>services, <00:08:52.203>and <00:08:52.330>you <00:08:52.458>can <00:08:52.585>do <00:08:52.712>this <00:08:52.840>very 00:08:53.470 --> 00:08:53.480 align:start position:0% <00:08:53.470>services, <00:08:53.471>and <00:08:53.473>you <00:08:53.474>can <00:08:53.476>do <00:08:53.477>this <00:08:53.479>very 00:08:53.480 --> 00:08:54.750 align:start position:0% <00:08:53.480>services, <00:08:53.643>and <00:08:53.806>you <00:08:53.969>can <00:08:54.133>do <00:08:54.296>this <00:08:54.459>very <00:08:54.623>flexibly 00:08:54.750 --> 00:08:54.760 align:start position:0% flexibly 00:08:54.760 --> 00:08:55.990 align:start position:0% <00:08:54.760>flexibly <00:08:55.867>because 00:08:55.990 --> 00:08:56.000 align:start position:0% because 00:08:56.000 --> 00:08:57.550 align:start position:0% <00:08:56.000>because <00:08:56.232>when <00:08:56.465>you <00:08:56.697>start <00:08:56.930>using <00:08:57.162>vcluster, <00:08:57.395>you 00:08:57.550 --> 00:08:57.560 align:start position:0% <00:08:57.550>when <00:08:57.551>you <00:08:57.553>start <00:08:57.555>using <00:08:57.557>vcluster, <00:08:57.559>you 00:08:57.560 --> 00:09:00.910 align:start position:0% <00:08:57.560>when <00:08:57.699>you <00:08:57.839>start <00:08:57.979>using <00:08:58.119>vcluster, <00:08:58.260>you <00:08:58.400>realize <00:08:58.540>that <00:08:58.680>Kubernetes <00:08:58.819>itself <00:08:58.959>becomes 00:09:00.910 --> 00:09:00.920 align:start position:0% <00:09:00.910>realize <00:09:00.912>that <00:09:00.914>Kubernetes <00:09:00.916>itself <00:09:00.919>becomes 00:09:00.920 --> 00:09:02.510 align:start position:0% <00:09:00.920>realize <00:09:01.199>that <00:09:01.479>Kubernetes <00:09:01.760>itself <00:09:02.040>becomes <00:09:02.319>ephemeral. 00:09:02.510 --> 00:09:02.520 align:start position:0% ephemeral. 00:09:02.520 --> 00:09:04.829 align:start position:0% <00:09:02.520>ephemeral. <00:09:02.720>So, <00:09:02.920>who <00:09:03.120>heard <00:09:03.319>the <00:09:03.520>famous <00:09:03.720>pet <00:09:03.920>versus 00:09:04.829 --> 00:09:04.839 align:start position:0% <00:09:04.829>So, <00:09:04.830>who <00:09:04.832>heard <00:09:04.833>the <00:09:04.835>famous <00:09:04.836>pet <00:09:04.838>versus 00:09:04.839 --> 00:09:06.470 align:start position:0% <00:09:04.839>So, <00:09:05.014>who <00:09:05.189>heard <00:09:05.364>the <00:09:05.539>famous <00:09:05.714>pet <00:09:05.889>versus <00:09:06.064>cattle <00:09:06.239>analogy? 00:09:06.470 --> 00:09:06.480 align:start position:0% <00:09:06.470>cattle <00:09:06.479>analogy? 00:09:06.480 --> 00:09:08.950 align:start position:0% <00:09:06.480>cattle <00:09:06.760>analogy? <00:09:07.040>Almost <00:09:07.320>everybody, <00:09:07.600>right? <00:09:07.880>So, 00:09:08.950 --> 00:09:08.960 align:start position:0% <00:09:08.950>Almost <00:09:08.953>everybody, <00:09:08.956>right? <00:09:08.959>So, 00:09:08.960 --> 00:09:11.390 align:start position:0% <00:09:08.960>Almost <00:09:09.087>everybody, <00:09:09.214>right? <00:09:09.341>So, <00:09:09.469>in <00:09:09.596>this <00:09:09.723>sense, <00:09:09.850>you <00:09:09.978>can <00:09:10.105>start <00:09:10.232>thinking <00:09:10.360>of 00:09:11.390 --> 00:09:11.400 align:start position:0% <00:09:11.390>in <00:09:11.391>this <00:09:11.392>sense, <00:09:11.393>you <00:09:11.395>can <00:09:11.396>start <00:09:11.397>thinking <00:09:11.399>of 00:09:11.400 --> 00:09:12.870 align:start position:0% <00:09:11.400>in <00:09:11.494>this <00:09:11.589>sense, <00:09:11.683>you <00:09:11.778>can <00:09:11.872>start <00:09:11.967>thinking <00:09:12.061>of <00:09:12.156>having <00:09:12.250>a <00:09:12.345>mental <00:09:12.439>model, <00:09:12.534>oh, <00:09:12.628>wait <00:09:12.723>a 00:09:12.870 --> 00:09:12.880 align:start position:0% <00:09:12.870>having <00:09:12.871>a <00:09:12.873>mental <00:09:12.874>model, <00:09:12.876>oh, <00:09:12.877>wait <00:09:12.879>a 00:09:12.880 --> 00:09:15.990 align:start position:0% <00:09:12.880>having <00:09:12.996>a <00:09:13.113>mental <00:09:13.230>model, <00:09:13.346>oh, <00:09:13.463>wait <00:09:13.580>a <00:09:13.696>second, <00:09:13.813>my <00:09:13.930>Kubernetes <00:09:14.046>is <00:09:14.163>also <00:09:14.280>ephemeral. 00:09:15.990 --> 00:09:16.000 align:start position:0% <00:09:15.990>second, <00:09:15.991>my <00:09:15.993>Kubernetes <00:09:15.995>is <00:09:15.997>also <00:09:15.999>ephemeral. 00:09:16.000 --> 00:09:18.030 align:start position:0% <00:09:16.000>second, <00:09:16.116>my <00:09:16.233>Kubernetes <00:09:16.350>is <00:09:16.466>also <00:09:16.583>ephemeral. <00:09:16.700>I <00:09:16.816>can <00:09:16.933>start <00:09:17.050>thinking <00:09:17.166>about <00:09:17.283>it <00:09:17.400>as 00:09:18.030 --> 00:09:18.040 align:start position:0% <00:09:18.030>I <00:09:18.031>can <00:09:18.033>start <00:09:18.034>thinking <00:09:18.036>about <00:09:18.037>it <00:09:18.039>as 00:09:18.040 --> 00:09:20.829 align:start position:0% <00:09:18.040>I <00:09:18.140>can <00:09:18.240>start <00:09:18.339>thinking <00:09:18.439>about <00:09:18.540>it <00:09:18.640>as <00:09:18.740>something <00:09:18.839>I <00:09:18.939>can <00:09:19.040>spin <00:09:19.140>up <00:09:19.240>and <00:09:19.339>down <00:09:19.439>very 00:09:20.829 --> 00:09:20.839 align:start position:0% <00:09:20.829>something <00:09:20.830>I <00:09:20.831>can <00:09:20.832>spin <00:09:20.834>up <00:09:20.835>and <00:09:20.836>down <00:09:20.838>very 00:09:20.839 --> 00:09:23.790 align:start position:0% <00:09:20.839>something <00:09:21.013>I <00:09:21.189>can <00:09:21.363>spin <00:09:21.539>up <00:09:21.714>and <00:09:21.888>down <00:09:22.064>very <00:09:22.238>quickly. 00:09:23.800 --> 00:09:27.190 align:start position:0% <00:09:23.800>So, <00:09:24.000>a <00:09:24.199>little <00:09:24.400>bit <00:09:24.599>more <00:09:24.800>detailed <00:09:25.000>view <00:09:25.199>of 00:09:27.190 --> 00:09:27.200 align:start position:0% <00:09:27.190>So, <00:09:27.191>a <00:09:27.192>little <00:09:27.193>bit <00:09:27.195>more <00:09:27.196>detailed <00:09:27.197>view <00:09:27.199>of 00:09:27.200 --> 00:09:29.829 align:start position:0% <00:09:27.200>So, <00:09:27.300>a <00:09:27.400>little <00:09:27.500>bit <00:09:27.600>more <00:09:27.700>detailed <00:09:27.800>view <00:09:27.900>of <00:09:28.000>how <00:09:28.100>vcluster <00:09:28.200>looks <00:09:28.300>like <00:09:28.400>internally, <00:09:28.500>as <00:09:28.600>I 00:09:29.829 --> 00:09:29.839 align:start position:0% <00:09:29.829>how <00:09:29.830>vcluster <00:09:29.832>looks <00:09:29.833>like <00:09:29.834>internally, <00:09:29.836>as <00:09:29.838>I 00:09:29.839 --> 00:09:31.870 align:start position:0% <00:09:29.839>how <00:09:29.939>vcluster <00:09:30.039>looks <00:09:30.138>like <00:09:30.238>internally, <00:09:30.339>as <00:09:30.439>I <00:09:30.539>mentioned, <00:09:30.638>you <00:09:30.738>have <00:09:30.839>a <00:09:30.939>kube <00:09:31.039>API <00:09:31.138>server <00:09:31.238>as 00:09:31.870 --> 00:09:31.880 align:start position:0% <00:09:31.870>mentioned, <00:09:31.871>you <00:09:31.872>have <00:09:31.873>a <00:09:31.875>kube <00:09:31.876>API <00:09:31.877>server <00:09:31.879>as 00:09:31.880 --> 00:09:35.110 align:start position:0% <00:09:31.880>mentioned, <00:09:31.987>you <00:09:32.095>have <00:09:32.203>a <00:09:32.310>kube <00:09:32.418>API <00:09:32.526>server <00:09:32.633>as <00:09:32.741>a <00:09:32.849>Kubernetes <00:09:32.956>component, <00:09:33.064>its <00:09:33.172>data <00:09:33.280>store, 00:09:35.110 --> 00:09:35.120 align:start position:0% <00:09:35.110>a <00:09:35.111>Kubernetes <00:09:35.113>component, <00:09:35.115>its <00:09:35.117>data <00:09:35.119>store, 00:09:35.120 --> 00:09:36.550 align:start position:0% <00:09:35.120>a <00:09:35.280>Kubernetes <00:09:35.441>component, <00:09:35.602>its <00:09:35.763>data <00:09:35.924>store, <00:09:36.085>and <00:09:36.246>a <00:09:36.406>secret 00:09:36.550 --> 00:09:36.560 align:start position:0% <00:09:36.550>and <00:09:36.554>a <00:09:36.559>secret 00:09:36.560 --> 00:09:39.070 align:start position:0% <00:09:36.560>and <00:09:36.734>a <00:09:36.910>secret <00:09:37.084>secret <00:09:37.260>component <00:09:37.435>that <00:09:37.609>we <00:09:37.785>call <00:09:37.959>sinker, 00:09:39.070 --> 00:09:39.080 align:start position:0% <00:09:39.070>secret <00:09:39.071>component <00:09:39.073>that <00:09:39.075>we <00:09:39.077>call <00:09:39.079>sinker, 00:09:39.080 --> 00:09:40.470 align:start position:0% <00:09:39.080>secret <00:09:39.184>component <00:09:39.288>that <00:09:39.392>we <00:09:39.497>call <00:09:39.601>sinker, <00:09:39.705>which <00:09:39.809>you <00:09:39.914>can <00:09:40.018>configure <00:09:40.122>in <00:09:40.226>a <00:09:40.331>very 00:09:40.470 --> 00:09:40.480 align:start position:0% <00:09:40.470>which <00:09:40.471>you <00:09:40.473>can <00:09:40.474>configure <00:09:40.476>in <00:09:40.477>a <00:09:40.479>very 00:09:40.480 --> 00:09:41.950 align:start position:0% <00:09:40.480>which <00:09:40.574>you <00:09:40.669>can <00:09:40.763>configure <00:09:40.858>in <00:09:40.952>a <00:09:41.047>very <00:09:41.141>flexible <00:09:41.236>way. <00:09:41.330>We <00:09:41.425>will <00:09:41.519>see <00:09:41.614>this <00:09:41.708>in <00:09:41.803>a 00:09:41.950 --> 00:09:41.960 align:start position:0% <00:09:41.950>flexible <00:09:41.951>way. <00:09:41.952>We <00:09:41.953>will <00:09:41.955>see <00:09:41.956>this <00:09:41.957>in <00:09:41.959>a 00:09:41.960 --> 00:09:44.790 align:start position:0% <00:09:41.960>flexible <00:09:42.067>way. <00:09:42.175>We <00:09:42.283>will <00:09:42.390>see <00:09:42.498>this <00:09:42.606>in <00:09:42.713>a <00:09:42.821>moment. <00:09:42.929>And <00:09:43.036>sinker <00:09:43.144>is <00:09:43.252>responsible <00:09:43.360>for 00:09:44.790 --> 00:09:44.800 align:start position:0% <00:09:44.790>moment. <00:09:44.791>And <00:09:44.793>sinker <00:09:44.795>is <00:09:44.797>responsible <00:09:44.799>for 00:09:44.800 --> 00:09:47.070 align:start position:0% <00:09:44.800>moment. <00:09:45.000>And <00:09:45.199>sinker <00:09:45.400>is <00:09:45.599>responsible <00:09:45.800>for <00:09:46.000>deciding <00:09:46.199>what 00:09:47.070 --> 00:09:47.080 align:start position:0% <00:09:47.070>deciding <00:09:47.079>what 00:09:47.080 --> 00:09:49.910 align:start position:0% <00:09:47.080>deciding <00:09:47.255>what <00:09:47.430>how <00:09:47.605>V <00:09:47.780>clusters <00:09:47.955>are <00:09:48.130>configured <00:09:48.305>and <00:09:48.480>what 00:09:49.910 --> 00:09:49.920 align:start position:0% <00:09:49.910>how <00:09:49.911>V <00:09:49.913>clusters <00:09:49.914>are <00:09:49.915>configured <00:09:49.917>and <00:09:49.919>what 00:09:49.920 --> 00:09:51.430 align:start position:0% <00:09:49.920>how <00:09:50.033>V <00:09:50.146>clusters <00:09:50.259>are <00:09:50.372>configured <00:09:50.486>and <00:09:50.599>what <00:09:50.712>you <00:09:50.825>can <00:09:50.939>synchronize <00:09:51.052>between <00:09:51.165>your <00:09:51.279>host 00:09:51.430 --> 00:09:51.440 align:start position:0% <00:09:51.430>you <00:09:51.431>can <00:09:51.433>synchronize <00:09:51.435>between <00:09:51.437>your <00:09:51.439>host 00:09:51.440 --> 00:09:53.990 align:start position:0% <00:09:51.440>you <00:09:51.595>can <00:09:51.751>synchronize <00:09:51.906>between <00:09:52.062>your <00:09:52.217>host <00:09:52.373>clusters <00:09:52.528>and <00:09:52.684>visual <00:09:52.840>clusters. 00:09:53.990 --> 00:09:54.000 align:start position:0% <00:09:53.990>clusters <00:09:53.993>and <00:09:53.996>visual <00:09:53.999>clusters. 00:09:54.000 --> 00:09:55.950 align:start position:0% <00:09:54.000>clusters <00:09:54.127>and <00:09:54.254>visual <00:09:54.381>clusters. <00:09:54.509>It <00:09:54.636>might <00:09:54.763>not <00:09:54.890>make <00:09:55.018>much <00:09:55.145>sense <00:09:55.272>if <00:09:55.400>you 00:09:55.950 --> 00:09:55.960 align:start position:0% <00:09:55.950>It <00:09:55.951>might <00:09:55.952>not <00:09:55.953>make <00:09:55.955>much <00:09:55.956>sense <00:09:55.957>if <00:09:55.959>you 00:09:55.960 --> 00:09:58.470 align:start position:0% <00:09:55.960>It <00:09:56.053>might <00:09:56.146>not <00:09:56.240>make <00:09:56.333>much <00:09:56.426>sense <00:09:56.520>if <00:09:56.613>you <00:09:56.706>haven't <00:09:56.800>tried <00:09:56.893>V <00:09:56.986>cluster, <00:09:57.080>but <00:09:57.173>I <00:09:57.266>hope <00:09:57.360>it 00:09:58.470 --> 00:09:58.480 align:start position:0% <00:09:58.470>haven't <00:09:58.471>tried <00:09:58.472>V <00:09:58.473>cluster, <00:09:58.475>but <00:09:58.476>I <00:09:58.477>hope <00:09:58.479>it 00:09:58.480 --> 00:10:00.950 align:start position:0% <00:09:58.480>haven't <00:09:58.567>tried <00:09:58.655>V <00:09:58.742>cluster, <00:09:58.830>but <00:09:58.917>I <00:09:59.005>hope <00:09:59.092>it <00:09:59.180>brings <00:09:59.267>a <00:09:59.355>little <00:09:59.442>bit <00:09:59.530>more <00:09:59.617>idea <00:09:59.705>of <00:09:59.792>how <00:09:59.880>it 00:10:00.950 --> 00:10:00.960 align:start position:0% <00:10:00.950>brings <00:10:00.951>a <00:10:00.952>little <00:10:00.953>bit <00:10:00.954>more <00:10:00.955>idea <00:10:00.956>of <00:10:00.957>how <00:10:00.959>it 00:10:00.960 --> 00:10:03.950 align:start position:0% <00:10:00.960>brings <00:10:01.076>a <00:10:01.193>little <00:10:01.310>bit <00:10:01.426>more <00:10:01.543>idea <00:10:01.660>of <00:10:01.776>how <00:10:01.893>it <00:10:02.010>works <00:10:02.126>under <00:10:02.243>the <00:10:02.360>hood. 00:10:03.950 --> 00:10:03.960 align:start position:0% <00:10:03.950>works <00:10:03.953>under <00:10:03.956>the <00:10:03.959>hood. 00:10:03.960 --> 00:10:06.510 align:start position:0% <00:10:03.960>works <00:10:04.087>under <00:10:04.214>the <00:10:04.341>hood. <00:10:04.469>Right. <00:10:04.596>So, <00:10:04.723>now <00:10:04.850>I'm <00:10:04.978>going <00:10:05.105>to <00:10:05.232>execute <00:10:05.360>some 00:10:06.510 --> 00:10:06.520 align:start position:0% <00:10:06.510>Right. <00:10:06.511>So, <00:10:06.512>now <00:10:06.513>I'm <00:10:06.515>going <00:10:06.516>to <00:10:06.517>execute <00:10:06.519>some 00:10:06.520 --> 00:10:07.870 align:start position:0% <00:10:06.520>Right. <00:10:06.671>So, <00:10:06.823>now <00:10:06.975>I'm <00:10:07.127>going <00:10:07.279>to <00:10:07.431>execute <00:10:07.583>some <00:10:07.735>commands. 00:10:07.870 --> 00:10:07.880 align:start position:0% commands. 00:10:07.880 --> 00:10:10.630 align:start position:0% <00:10:07.880>commands. <00:10:08.055>Bear <00:10:08.230>with <00:10:08.405>me. <00:10:08.580>This <00:10:08.755>is <00:10:08.930>a <00:10:09.105>live <00:10:09.280>demo. 00:10:10.630 --> 00:10:10.640 align:start position:0% <00:10:10.630>Bear <00:10:10.631>with <00:10:10.632>me. <00:10:10.633>This <00:10:10.635>is <00:10:10.636>a <00:10:10.637>live <00:10:10.639>demo. 00:10:10.640 --> 00:10:12.230 align:start position:0% <00:10:10.640>Bear <00:10:10.727>with <00:10:10.814>me. <00:10:10.902>This <00:10:10.990>is <00:10:11.077>a <00:10:11.165>live <00:10:11.252>demo. <00:10:11.340>So, <00:10:11.427>I <00:10:11.515>hope <00:10:11.602>that <00:10:11.689>the <00:10:11.777>demo <00:10:11.865>gods <00:10:11.952>are <00:10:12.040>with 00:10:12.230 --> 00:10:12.240 align:start position:0% <00:10:12.230>So, <00:10:12.231>I <00:10:12.232>hope <00:10:12.233>that <00:10:12.234>the <00:10:12.235>demo <00:10:12.236>gods <00:10:12.237>are <00:10:12.239>with 00:10:12.240 --> 00:10:15.030 align:start position:0% <00:10:12.240>So, <00:10:12.317>I <00:10:12.395>hope <00:10:12.473>that <00:10:12.551>the <00:10:12.628>demo <00:10:12.706>gods <00:10:12.784>are <00:10:12.862>with <00:10:12.940>us. <00:10:13.017>What <00:10:13.095>we <00:10:13.173>are <00:10:13.251>going <00:10:13.328>to <00:10:13.406>do <00:10:13.484>now, <00:10:13.562>I <00:10:13.640>have 00:10:15.030 --> 00:10:15.040 align:start position:0% <00:10:15.030>us. <00:10:15.031>What <00:10:15.031>we <00:10:15.033>are <00:10:15.034>going <00:10:15.035>to <00:10:15.036>do <00:10:15.036>now, <00:10:15.038>I <00:10:15.039>have 00:10:15.040 --> 00:10:17.390 align:start position:0% <00:10:15.040>us. <00:10:15.122>What <00:10:15.204>we <00:10:15.287>are <00:10:15.369>going <00:10:15.451>to <00:10:15.534>do <00:10:15.616>now, <00:10:15.698>I <00:10:15.781>have <00:10:15.863>a <00:10:15.945>setup <00:10:16.028>running <00:10:16.110>on <00:10:16.192>my <00:10:16.275>machine <00:10:16.357>where <00:10:16.439>I 00:10:17.390 --> 00:10:17.400 align:start position:0% <00:10:17.390>a <00:10:17.391>setup <00:10:17.392>running <00:10:17.393>on <00:10:17.395>my <00:10:17.396>machine <00:10:17.397>where <00:10:17.399>I 00:10:17.400 --> 00:10:19.910 align:start position:0% <00:10:17.400>a <00:10:17.516>setup <00:10:17.633>running <00:10:17.750>on <00:10:17.866>my <00:10:17.983>machine <00:10:18.100>where <00:10:18.216>I <00:10:18.333>have <00:10:18.449>an <00:10:18.566>Nvidia <00:10:18.683>graphic <00:10:18.800>card. 00:10:19.910 --> 00:10:19.920 align:start position:0% <00:10:19.910>have <00:10:19.912>an <00:10:19.914>Nvidia <00:10:19.916>graphic <00:10:19.919>card. 00:10:19.920 --> 00:10:22.070 align:start position:0% <00:10:19.920>have <00:10:20.036>an <00:10:20.153>Nvidia <00:10:20.270>graphic <00:10:20.386>card. <00:10:20.503>And <00:10:20.620>I <00:10:20.736>have <00:10:20.853>running <00:10:20.969>I <00:10:21.086>am <00:10:21.203>running <00:10:21.319>kind 00:10:22.070 --> 00:10:22.080 align:start position:0% <00:10:22.070>And <00:10:22.071>I <00:10:22.072>have <00:10:22.073>running <00:10:22.075>I <00:10:22.076>am <00:10:22.077>running <00:10:22.079>kind 00:10:22.080 --> 00:10:25.390 align:start position:0% <00:10:22.080>And <00:10:22.196>I <00:10:22.313>have <00:10:22.430>running <00:10:22.546>I <00:10:22.663>am <00:10:22.780>running <00:10:22.896>kind <00:10:23.013>cluster. <00:10:23.130>So, <00:10:23.246>Kubernetes <00:10:23.363>in <00:10:23.480>Docker. 00:10:25.390 --> 00:10:25.400 align:start position:0% <00:10:25.390>cluster. <00:10:25.392>So, <00:10:25.394>Kubernetes <00:10:25.396>in <00:10:25.399>Docker. 00:10:25.400 --> 00:10:27.030 align:start position:0% <00:10:25.400>cluster. <00:10:25.507>So, <00:10:25.615>Kubernetes <00:10:25.723>in <00:10:25.830>Docker. <00:10:25.938>So, <00:10:26.046>what <00:10:26.153>we <00:10:26.261>want <00:10:26.369>to <00:10:26.476>find <00:10:26.584>out <00:10:26.692>with <00:10:26.800>this 00:10:27.030 --> 00:10:27.040 align:start position:0% <00:10:27.030>So, <00:10:27.031>what <00:10:27.032>we <00:10:27.033>want <00:10:27.034>to <00:10:27.035>find <00:10:27.036>out <00:10:27.037>with <00:10:27.039>this 00:10:27.040 --> 00:10:30.350 align:start position:0% <00:10:27.040>So, <00:10:27.147>what <00:10:27.255>we <00:10:27.363>want <00:10:27.470>to <00:10:27.578>find <00:10:27.686>out <00:10:27.793>with <00:10:27.901>this <00:10:28.009>command <00:10:28.116>is <00:10:28.224>whether <00:10:28.332>we <00:10:28.439>actually 00:10:30.350 --> 00:10:30.360 align:start position:0% <00:10:30.350>command <00:10:30.352>is <00:10:30.354>whether <00:10:30.356>we <00:10:30.359>actually 00:10:30.360 --> 00:10:32.190 align:start position:0% <00:10:30.360>command <00:10:30.560>is <00:10:30.760>whether <00:10:30.960>we <00:10:31.160>actually <00:10:31.360>uh <00:10:31.560>can <00:10:31.760>see 00:10:32.190 --> 00:10:32.200 align:start position:0% <00:10:32.190>uh <00:10:32.194>can <00:10:32.199>see 00:10:32.200 --> 00:10:35.190 align:start position:0% <00:10:32.200>uh <00:10:32.340>can <00:10:32.480>see <00:10:32.620>my <00:10:32.760>GPU. <00:10:32.900>So, <00:10:33.040>it's <00:10:33.180>going <00:10:33.320>to <00:10:33.460>quickly <00:10:33.600>deploy 00:10:35.190 --> 00:10:35.200 align:start position:0% <00:10:35.190>my <00:10:35.191>GPU. <00:10:35.192>So, <00:10:35.193>it's <00:10:35.195>going <00:10:35.196>to <00:10:35.197>quickly <00:10:35.199>deploy 00:10:35.200 --> 00:10:37.590 align:start position:0% <00:10:35.200>my <00:10:35.287>GPU. <00:10:35.375>So, <00:10:35.462>it's <00:10:35.550>going <00:10:35.637>to <00:10:35.725>quickly <00:10:35.812>deploy <00:10:35.900>the <00:10:35.987>pod. <00:10:36.075>And <00:10:36.162>you <00:10:36.250>can <00:10:36.337>see <00:10:36.425>my <00:10:36.512>graphic <00:10:36.600>card 00:10:37.590 --> 00:10:37.600 align:start position:0% <00:10:37.590>the <00:10:37.591>pod. <00:10:37.592>And <00:10:37.593>you <00:10:37.594>can <00:10:37.595>see <00:10:37.596>my <00:10:37.597>graphic <00:10:37.599>card 00:10:37.600 --> 00:10:39.790 align:start position:0% <00:10:37.600>the <00:10:37.693>pod. <00:10:37.786>And <00:10:37.880>you <00:10:37.973>can <00:10:38.066>see <00:10:38.160>my <00:10:38.253>graphic <00:10:38.346>card <00:10:38.440>here. <00:10:38.533>Not <00:10:38.626>bragging <00:10:38.720>about <00:10:38.813>it. <00:10:38.906>Just <00:10:39.000>a 00:10:39.790 --> 00:10:39.800 align:start position:0% <00:10:39.790>here. <00:10:39.791>Not <00:10:39.793>bragging <00:10:39.794>about <00:10:39.795>it. <00:10:39.797>Just <00:10:39.799>a 00:10:39.800 --> 00:10:42.110 align:start position:0% <00:10:39.800>here. <00:10:39.900>Not <00:10:40.000>bragging <00:10:40.099>about <00:10:40.199>it. <00:10:40.300>Just <00:10:40.400>a <00:10:40.500>graphic <00:10:40.599>card. <00:10:40.699>So, <00:10:40.800>my <00:10:40.900>graphic <00:10:41.000>card <00:10:41.099>is <00:10:41.199>is 00:10:42.110 --> 00:10:42.120 align:start position:0% <00:10:42.110>graphic <00:10:42.111>card. <00:10:42.112>So, <00:10:42.113>my <00:10:42.115>graphic <00:10:42.116>card <00:10:42.117>is <00:10:42.119>is 00:10:42.120 --> 00:10:44.350 align:start position:0% <00:10:42.120>graphic <00:10:42.213>card. <00:10:42.306>So, <00:10:42.400>my <00:10:42.493>graphic <00:10:42.586>card <00:10:42.680>is <00:10:42.773>is <00:10:42.866>reachable <00:10:42.960>and <00:10:43.053>we <00:10:43.146>are <00:10:43.240>able <00:10:43.333>to <00:10:43.426>deploy <00:10:43.520>a 00:10:44.350 --> 00:10:44.360 align:start position:0% <00:10:44.350>reachable <00:10:44.351>and <00:10:44.352>we <00:10:44.353>are <00:10:44.355>able <00:10:44.356>to <00:10:44.357>deploy <00:10:44.359>a 00:10:44.360 --> 00:10:46.070 align:start position:0% <00:10:44.360>reachable <00:10:44.515>and <00:10:44.671>we <00:10:44.826>are <00:10:44.982>able <00:10:45.137>to <00:10:45.293>deploy <00:10:45.448>a <00:10:45.604>pod. <00:10:45.760>Okay. 00:10:46.070 --> 00:10:46.080 align:start position:0% <00:10:46.070>pod. <00:10:46.079>Okay. 00:10:46.080 --> 00:10:48.110 align:start position:0% <00:10:46.080>pod. <00:10:46.280>Okay. <00:10:46.480>What <00:10:46.680>can <00:10:46.880>we <00:10:47.080>do <00:10:47.280>with <00:10:47.480>it? 00:10:48.110 --> 00:10:48.120 align:start position:0% <00:10:48.110>What <00:10:48.111>can <00:10:48.113>we <00:10:48.115>do <00:10:48.117>with <00:10:48.119>it? 00:10:48.120 --> 00:10:49.710 align:start position:0% <00:10:48.120>What <00:10:48.295>can <00:10:48.470>we <00:10:48.645>do <00:10:48.820>with <00:10:48.995>it? <00:10:49.170>So, <00:10:49.345>before <00:10:49.520>we 00:10:49.710 --> 00:10:49.720 align:start position:0% <00:10:49.710>So, <00:10:49.714>before <00:10:49.719>we 00:10:49.720 --> 00:10:52.110 align:start position:0% <00:10:49.720>So, <00:10:49.860>before <00:10:50.000>we <00:10:50.140>jump <00:10:50.280>into <00:10:50.420>the <00:10:50.560>demo, <00:10:50.700>let's <00:10:50.840>talk <00:10:50.980>a <00:10:51.120>little 00:10:52.110 --> 00:10:52.120 align:start position:0% <00:10:52.110>jump <00:10:52.111>into <00:10:52.112>the <00:10:52.113>demo, <00:10:52.115>let's <00:10:52.116>talk <00:10:52.117>a <00:10:52.119>little 00:10:52.120 --> 00:10:55.950 align:start position:0% <00:10:52.120>jump <00:10:52.207>into <00:10:52.295>the <00:10:52.382>demo, <00:10:52.470>let's <00:10:52.557>talk <00:10:52.645>a <00:10:52.732>little <00:10:52.820>bit <00:10:52.907>why <00:10:52.995>do <00:10:53.082>we <00:10:53.170>want <00:10:53.257>to <00:10:53.345>even <00:10:53.432>use <00:10:53.520>GPU 00:10:55.950 --> 00:10:55.960 align:start position:0% <00:10:55.950>bit <00:10:55.951>why <00:10:55.952>do <00:10:55.953>we <00:10:55.954>want <00:10:55.955>to <00:10:55.956>even <00:10:55.957>use <00:10:55.959>GPU 00:10:55.960 --> 00:10:58.510 align:start position:0% <00:10:55.960>bit <00:10:56.067>why <00:10:56.175>do <00:10:56.283>we <00:10:56.390>want <00:10:56.498>to <00:10:56.606>even <00:10:56.713>use <00:10:56.821>GPU <00:10:56.929>infrastructure? <00:10:57.036>Well, <00:10:57.144>one <00:10:57.252>obvious <00:10:57.360>thing 00:10:58.510 --> 00:10:58.520 align:start position:0% <00:10:58.510>infrastructure? <00:10:58.512>Well, <00:10:58.514>one <00:10:58.516>obvious <00:10:58.519>thing 00:10:58.520 --> 00:11:00.829 align:start position:0% <00:10:58.520>infrastructure? <00:10:58.636>Well, <00:10:58.753>one <00:10:58.870>obvious <00:10:58.986>thing <00:10:59.103>is <00:10:59.220>that <00:10:59.336>we <00:10:59.453>want <00:10:59.569>to <00:10:59.686>do <00:10:59.803>AI <00:10:59.920>inference. 00:11:00.829 --> 00:11:00.839 align:start position:0% <00:11:00.829>is <00:11:00.830>that <00:11:00.831>we <00:11:00.832>want <00:11:00.834>to <00:11:00.835>do <00:11:00.836>AI <00:11:00.838>inference. 00:11:00.839 --> 00:11:03.230 align:start position:0% <00:11:00.839>is <00:11:00.955>that <00:11:01.072>we <00:11:01.189>want <00:11:01.305>to <00:11:01.422>do <00:11:01.539>AI <00:11:01.655>inference. <00:11:01.772>Nowadays, <00:11:01.889>as <00:11:02.005>we <00:11:02.122>all <00:11:02.239>know 00:11:03.230 --> 00:11:03.240 align:start position:0% <00:11:03.230>Nowadays, <00:11:03.232>as <00:11:03.234>we <00:11:03.236>all <00:11:03.239>know 00:11:03.240 --> 00:11:04.190 align:start position:0% <00:11:03.240>Nowadays, <00:11:03.411>as <00:11:03.582>we <00:11:03.753>all <00:11:03.924>know <00:11:04.095>uh 00:11:04.190 --> 00:11:04.200 align:start position:0% uh 00:11:04.200 --> 00:11:06.270 align:start position:0% <00:11:04.200>uh <00:11:04.433>AI <00:11:04.666>providers <00:11:04.900>of <00:11:05.133>frontier <00:11:05.366>models <00:11:05.600>are 00:11:06.270 --> 00:11:06.280 align:start position:0% <00:11:06.270>AI <00:11:06.271>providers <00:11:06.273>of <00:11:06.275>frontier <00:11:06.277>models <00:11:06.279>are 00:11:06.280 --> 00:11:09.190 align:start position:0% <00:11:06.280>AI <00:11:06.387>providers <00:11:06.495>of <00:11:06.603>frontier <00:11:06.710>models <00:11:06.818>are <00:11:06.926>hiking <00:11:07.033>up <00:11:07.141>prices. <00:11:07.249>Um <00:11:07.356>we <00:11:07.464>never <00:11:07.572>know <00:11:07.680>how 00:11:09.190 --> 00:11:09.200 align:start position:0% <00:11:09.190>hiking <00:11:09.191>up <00:11:09.192>prices. <00:11:09.193>Um <00:11:09.195>we <00:11:09.196>never <00:11:09.197>know <00:11:09.199>how 00:11:09.200 --> 00:11:10.590 align:start position:0% <00:11:09.200>hiking <00:11:09.283>up <00:11:09.366>prices. <00:11:09.450>Um <00:11:09.533>we <00:11:09.617>never <00:11:09.700>know <00:11:09.783>how <00:11:09.867>it's <00:11:09.950>going <00:11:10.034>to <00:11:10.117>look <00:11:10.200>like. <00:11:10.284>So, <00:11:10.367>more <00:11:10.451>and 00:11:10.590 --> 00:11:10.600 align:start position:0% <00:11:10.590>it's <00:11:10.591>going <00:11:10.592>to <00:11:10.593>look <00:11:10.595>like. <00:11:10.596>So, <00:11:10.597>more <00:11:10.599>and 00:11:10.600 --> 00:11:13.270 align:start position:0% <00:11:10.600>it's <00:11:10.707>going <00:11:10.815>to <00:11:10.923>look <00:11:11.030>like. <00:11:11.138>So, <00:11:11.246>more <00:11:11.353>and <00:11:11.461>more <00:11:11.569>companies <00:11:11.676>are <00:11:11.784>actually <00:11:11.892>doing <00:11:12.000>their 00:11:13.270 --> 00:11:13.280 align:start position:0% <00:11:13.270>more <00:11:13.271>companies <00:11:13.273>are <00:11:13.275>actually <00:11:13.277>doing <00:11:13.279>their 00:11:13.280 --> 00:11:16.030 align:start position:0% <00:11:13.280>more <00:11:13.396>companies <00:11:13.513>are <00:11:13.630>actually <00:11:13.746>doing <00:11:13.863>their <00:11:13.980>own <00:11:14.096>inference <00:11:14.213>on <00:11:14.329>their <00:11:14.446>own <00:11:14.563>data <00:11:14.680>centers 00:11:16.030 --> 00:11:16.040 align:start position:0% <00:11:16.030>own <00:11:16.031>inference <00:11:16.033>on <00:11:16.034>their <00:11:16.036>own <00:11:16.037>data <00:11:16.039>centers 00:11:16.040 --> 00:11:19.030 align:start position:0% <00:11:16.040>own <00:11:16.156>inference <00:11:16.273>on <00:11:16.390>their <00:11:16.506>own <00:11:16.623>data <00:11:16.740>centers <00:11:16.856>or <00:11:16.973>refurbished <00:11:17.089>computers <00:11:17.206>or <00:11:17.323>even <00:11:17.439>hobbies 00:11:19.030 --> 00:11:19.040 align:start position:0% <00:11:19.030>or <00:11:19.031>refurbished <00:11:19.033>computers <00:11:19.035>or <00:11:19.037>even <00:11:19.039>hobbies 00:11:19.040 --> 00:11:21.390 align:start position:0% <00:11:19.040>or <00:11:19.140>refurbished <00:11:19.240>computers <00:11:19.339>or <00:11:19.439>even <00:11:19.540>hobbies <00:11:19.640>like <00:11:19.740>me. <00:11:19.839>I <00:11:19.939>also <00:11:20.040>run <00:11:20.140>my <00:11:20.240>own <00:11:20.339>small <00:11:20.439>models 00:11:21.390 --> 00:11:21.400 align:start position:0% <00:11:21.390>like <00:11:21.391>me. <00:11:21.392>I <00:11:21.393>also <00:11:21.394>run <00:11:21.395>my <00:11:21.396>own <00:11:21.397>small <00:11:21.399>models 00:11:21.400 --> 00:11:23.630 align:start position:0% <00:11:21.400>like <00:11:21.487>me. <00:11:21.574>I <00:11:21.662>also <00:11:21.750>run <00:11:21.837>my <00:11:21.925>own <00:11:22.012>small <00:11:22.100>models <00:11:22.187>and <00:11:22.275>I <00:11:22.362>guess <00:11:22.449>many <00:11:22.537>of <00:11:22.625>you <00:11:22.712>as <00:11:22.800>well. 00:11:23.630 --> 00:11:23.640 align:start position:0% <00:11:23.630>and <00:11:23.631>I <00:11:23.632>guess <00:11:23.633>many <00:11:23.635>of <00:11:23.636>you <00:11:23.637>as <00:11:23.639>well. 00:11:23.640 --> 00:11:26.430 align:start position:0% <00:11:23.640>and <00:11:23.727>I <00:11:23.814>guess <00:11:23.902>many <00:11:23.990>of <00:11:24.077>you <00:11:24.165>as <00:11:24.252>well. <00:11:24.340>So, <00:11:24.427>we <00:11:24.515>can <00:11:24.602>train <00:11:24.689>the <00:11:24.777>model. <00:11:24.865>We <00:11:24.952>can <00:11:25.040>do 00:11:26.430 --> 00:11:26.440 align:start position:0% <00:11:26.430>So, <00:11:26.431>we <00:11:26.432>can <00:11:26.433>train <00:11:26.434>the <00:11:26.435>model. <00:11:26.436>We <00:11:26.437>can <00:11:26.439>do 00:11:26.440 --> 00:11:28.070 align:start position:0% <00:11:26.440>So, <00:11:26.533>we <00:11:26.626>can <00:11:26.720>train <00:11:26.813>the <00:11:26.906>model. <00:11:27.000>We <00:11:27.093>can <00:11:27.186>do <00:11:27.280>things <00:11:27.373>like <00:11:27.466>stable <00:11:27.560>diffusion. <00:11:27.653>We <00:11:27.746>can <00:11:27.840>do 00:11:28.070 --> 00:11:28.080 align:start position:0% <00:11:28.070>things <00:11:28.071>like <00:11:28.073>stable <00:11:28.074>diffusion. <00:11:28.076>We <00:11:28.077>can <00:11:28.079>do 00:11:28.080 --> 00:11:30.950 align:start position:0% <00:11:28.080>things <00:11:28.187>like <00:11:28.295>stable <00:11:28.403>diffusion. <00:11:28.510>We <00:11:28.618>can <00:11:28.726>do <00:11:28.833>inference. <00:11:28.941>But, <00:11:29.049>GPU <00:11:29.156>is <00:11:29.264>also <00:11:29.372>used <00:11:29.480>for 00:11:30.950 --> 00:11:30.960 align:start position:0% <00:11:30.950>inference. <00:11:30.951>But, <00:11:30.953>GPU <00:11:30.954>is <00:11:30.956>also <00:11:30.957>used <00:11:30.959>for 00:11:30.960 --> 00:11:33.350 align:start position:0% <00:11:30.960>inference. <00:11:31.087>But, <00:11:31.214>GPU <00:11:31.341>is <00:11:31.469>also <00:11:31.596>used <00:11:31.723>for <00:11:31.850>graphical <00:11:31.978>processing. <00:11:32.105>Not <00:11:32.232>that <00:11:32.360>doesn't 00:11:33.350 --> 00:11:33.360 align:start position:0% <00:11:33.350>graphical <00:11:33.352>processing. <00:11:33.354>Not <00:11:33.356>that <00:11:33.359>doesn't 00:11:33.360 --> 00:11:35.030 align:start position:0% <00:11:33.360>graphical <00:11:33.535>processing. <00:11:33.710>Not <00:11:33.885>that <00:11:34.060>doesn't <00:11:34.235>have <00:11:34.410>to <00:11:34.585>be <00:11:34.760>AI. 00:11:35.030 --> 00:11:35.040 align:start position:0% <00:11:35.030>have <00:11:35.033>to <00:11:35.036>be <00:11:35.039>AI. 00:11:35.040 --> 00:11:37.470 align:start position:0% <00:11:35.040>have <00:11:35.214>to <00:11:35.390>be <00:11:35.564>AI. <00:11:35.740>Um <00:11:35.915>CUDA <00:11:36.089>deployment, <00:11:36.265>various <00:11:36.439>batch 00:11:37.470 --> 00:11:37.480 align:start position:0% <00:11:37.470>Um <00:11:37.472>CUDA <00:11:37.474>deployment, <00:11:37.476>various <00:11:37.479>batch 00:11:37.480 --> 00:11:39.190 align:start position:0% <00:11:37.480>Um <00:11:37.596>CUDA <00:11:37.713>deployment, <00:11:37.830>various <00:11:37.946>batch <00:11:38.063>processing. <00:11:38.180>So, <00:11:38.296>there's <00:11:38.413>a <00:11:38.530>quite <00:11:38.646>a <00:11:38.763>lot <00:11:38.880>of 00:11:39.190 --> 00:11:39.200 align:start position:0% <00:11:39.190>processing. <00:11:39.191>So, <00:11:39.192>there's <00:11:39.193>a <00:11:39.195>quite <00:11:39.196>a <00:11:39.197>lot <00:11:39.199>of 00:11:39.200 --> 00:11:43.630 align:start position:0% <00:11:39.200>processing. <00:11:39.293>So, <00:11:39.386>there's <00:11:39.480>a <00:11:39.573>quite <00:11:39.666>a <00:11:39.760>lot <00:11:39.853>of <00:11:39.946>use <00:11:40.040>cases <00:11:40.133>we <00:11:40.226>want <00:11:40.320>to <00:11:40.413>do <00:11:40.506>with <00:11:40.600>GPUs. 00:11:43.630 --> 00:11:43.640 align:start position:0% <00:11:43.630>use <00:11:43.631>cases <00:11:43.632>we <00:11:43.633>want <00:11:43.635>to <00:11:43.636>do <00:11:43.637>with <00:11:43.639>GPUs. 00:11:43.640 --> 00:11:45.590 align:start position:0% <00:11:43.640>use <00:11:43.756>cases <00:11:43.873>we <00:11:43.990>want <00:11:44.106>to <00:11:44.223>do <00:11:44.340>with <00:11:44.456>GPUs. <00:11:44.573>And <00:11:44.689>where <00:11:44.806>Kubernetes <00:11:44.923>specifically <00:11:45.040>comes 00:11:45.590 --> 00:11:45.600 align:start position:0% <00:11:45.590>And <00:11:45.592>where <00:11:45.594>Kubernetes <00:11:45.596>specifically <00:11:45.599>comes 00:11:45.600 --> 00:11:48.550 align:start position:0% <00:11:45.600>And <00:11:45.716>where <00:11:45.833>Kubernetes <00:11:45.950>specifically <00:11:46.066>comes <00:11:46.183>very <00:11:46.300>handy <00:11:46.416>is <00:11:46.533>that <00:11:46.650>we <00:11:46.766>can <00:11:46.883>take <00:11:47.000>this 00:11:48.550 --> 00:11:48.560 align:start position:0% <00:11:48.550>very <00:11:48.551>handy <00:11:48.552>is <00:11:48.553>that <00:11:48.555>we <00:11:48.556>can <00:11:48.557>take <00:11:48.559>this 00:11:48.560 --> 00:11:52.350 align:start position:0% <00:11:48.560>very <00:11:48.667>handy <00:11:48.775>is <00:11:48.883>that <00:11:48.990>we <00:11:49.098>can <00:11:49.206>take <00:11:49.313>this <00:11:49.421>capacity <00:11:49.529>and <00:11:49.636>manage <00:11:49.744>it <00:11:49.852>at <00:11:49.959>scale. 00:11:52.350 --> 00:11:52.360 align:start position:0% <00:11:52.350>capacity <00:11:52.351>and <00:11:52.353>manage <00:11:52.355>it <00:11:52.357>at <00:11:52.359>scale. 00:11:52.360 --> 00:11:55.350 align:start position:0% <00:11:52.360>capacity <00:11:52.487>and <00:11:52.614>manage <00:11:52.741>it <00:11:52.869>at <00:11:52.996>scale. <00:11:53.123>So, <00:11:53.250>things <00:11:53.378>like <00:11:53.505>tenancy <00:11:53.632>or <00:11:53.760>deployments 00:11:55.350 --> 00:11:55.360 align:start position:0% <00:11:55.350>So, <00:11:55.351>things <00:11:55.353>like <00:11:55.355>tenancy <00:11:55.357>or <00:11:55.359>deployments 00:11:55.360 --> 00:11:57.950 align:start position:0% <00:11:55.360>So, <00:11:55.500>things <00:11:55.640>like <00:11:55.780>tenancy <00:11:55.920>or <00:11:56.060>deployments <00:11:56.200>in <00:11:56.340>general <00:11:56.480>become <00:11:56.620>actually <00:11:56.760>manageable 00:11:57.950 --> 00:11:57.960 align:start position:0% <00:11:57.950>in <00:11:57.952>general <00:11:57.954>become <00:11:57.956>actually <00:11:57.959>manageable 00:11:57.960 --> 00:11:59.590 align:start position:0% <00:11:57.960>in <00:11:58.076>general <00:11:58.193>become <00:11:58.310>actually <00:11:58.426>manageable <00:11:58.543>when <00:11:58.660>we <00:11:58.776>start <00:11:58.893>having <00:11:59.010>more <00:11:59.126>than <00:11:59.243>a <00:11:59.360>few 00:11:59.590 --> 00:11:59.600 align:start position:0% <00:11:59.590>when <00:11:59.591>we <00:11:59.592>start <00:11:59.593>having <00:11:59.595>more <00:11:59.596>than <00:11:59.597>a <00:11:59.599>few 00:11:59.600 --> 00:12:02.950 align:start position:0% <00:11:59.600>when <00:11:59.700>we <00:11:59.800>start <00:11:59.900>having <00:12:00.000>more <00:12:00.100>than <00:12:00.200>a <00:12:00.300>few <00:12:00.400>teams <00:12:00.500>uh <00:12:00.600>that <00:12:00.700>we <00:12:00.800>take <00:12:00.900>care <00:12:01.000>of. 00:12:02.950 --> 00:12:02.960 align:start position:0% <00:12:02.950>teams <00:12:02.951>uh <00:12:02.953>that <00:12:02.954>we <00:12:02.956>take <00:12:02.957>care <00:12:02.959>of. 00:12:02.960 --> 00:12:05.430 align:start position:0% <00:12:02.960>teams <00:12:03.067>uh <00:12:03.175>that <00:12:03.283>we <00:12:03.390>take <00:12:03.498>care <00:12:03.606>of. <00:12:03.713>Right. <00:12:03.821>So, <00:12:03.929>this <00:12:04.036>script <00:12:04.144>is <00:12:04.252>going <00:12:04.360>to 00:12:05.430 --> 00:12:05.440 align:start position:0% <00:12:05.430>Right. <00:12:05.431>So, <00:12:05.433>this <00:12:05.434>script <00:12:05.436>is <00:12:05.437>going <00:12:05.439>to 00:12:05.440 --> 00:12:08.870 align:start position:0% <00:12:05.440>Right. <00:12:05.567>So, <00:12:05.694>this <00:12:05.821>script <00:12:05.949>is <00:12:06.076>going <00:12:06.203>to <00:12:06.330>simply <00:12:06.458>deploy <00:12:06.585>a <00:12:06.712>small <00:12:06.840>demo. 00:12:08.870 --> 00:12:08.880 align:start position:0% <00:12:08.870>simply <00:12:08.872>deploy <00:12:08.874>a <00:12:08.876>small <00:12:08.879>demo. 00:12:08.880 --> 00:12:10.590 align:start position:0% <00:12:08.880>simply <00:12:08.980>deploy <00:12:09.080>a <00:12:09.180>small <00:12:09.280>demo. <00:12:09.380>And <00:12:09.480>if <00:12:09.580>you <00:12:09.680>want <00:12:09.780>to <00:12:09.880>have <00:12:09.980>a <00:12:10.080>little <00:12:10.180>bit <00:12:10.280>of 00:12:10.590 --> 00:12:10.600 align:start position:0% <00:12:10.590>And <00:12:10.591>if <00:12:10.592>you <00:12:10.593>want <00:12:10.594>to <00:12:10.595>have <00:12:10.596>a <00:12:10.597>little <00:12:10.598>bit <00:12:10.599>of 00:12:10.600 --> 00:12:13.150 align:start position:0% <00:12:10.600>And <00:12:10.700>if <00:12:10.800>you <00:12:10.900>want <00:12:11.000>to <00:12:11.100>have <00:12:11.200>a <00:12:11.300>little <00:12:11.400>bit <00:12:11.500>of <00:12:11.600>fun, <00:12:11.700>you <00:12:11.800>can <00:12:11.900>try <00:12:12.000>and 00:12:13.150 --> 00:12:13.160 align:start position:0% <00:12:13.150>fun, <00:12:13.152>you <00:12:13.154>can <00:12:13.156>try <00:12:13.159>and 00:12:13.160 --> 00:12:15.950 align:start position:0% <00:12:13.160>fun, <00:12:13.334>you <00:12:13.510>can <00:12:13.685>try <00:12:13.860>and <00:12:14.035>scan <00:12:14.209>this <00:12:14.385>QR <00:12:14.560>code. 00:12:15.950 --> 00:12:15.960 align:start position:0% <00:12:15.950>scan <00:12:15.953>this <00:12:15.956>QR <00:12:15.959>code. 00:12:15.960 --> 00:12:18.470 align:start position:0% <00:12:15.960>scan <00:12:16.067>this <00:12:16.175>QR <00:12:16.283>code. <00:12:16.390>And <00:12:16.498>we <00:12:16.606>are <00:12:16.713>going <00:12:16.821>to <00:12:16.929>see <00:12:17.036>this <00:12:17.144>is <00:12:17.252>an <00:12:17.360>app 00:12:18.470 --> 00:12:18.480 align:start position:0% <00:12:18.470>And <00:12:18.471>we <00:12:18.472>are <00:12:18.473>going <00:12:18.474>to <00:12:18.475>see <00:12:18.476>this <00:12:18.477>is <00:12:18.478>an <00:12:18.479>app 00:12:18.480 --> 00:12:20.470 align:start position:0% <00:12:18.480>And <00:12:18.607>we <00:12:18.734>are <00:12:18.861>going <00:12:18.989>to <00:12:19.116>see <00:12:19.243>this <00:12:19.370>is <00:12:19.498>an <00:12:19.625>app <00:12:19.752>running <00:12:19.880>actually 00:12:20.470 --> 00:12:20.480 align:start position:0% <00:12:20.470>running <00:12:20.479>actually 00:12:20.480 --> 00:12:23.430 align:start position:0% <00:12:20.480>running <00:12:20.760>actually <00:12:21.040>currently <00:12:21.320>on <00:12:21.600>my <00:12:21.880>demo. 00:12:23.430 --> 00:12:23.440 align:start position:0% <00:12:23.430>currently <00:12:23.433>on <00:12:23.436>my <00:12:23.439>demo. 00:12:23.440 --> 00:12:25.470 align:start position:0% <00:12:23.440>currently <00:12:23.580>on <00:12:23.720>my <00:12:23.860>demo. <00:12:24.000>Let <00:12:24.140>me <00:12:24.280>bring <00:12:24.420>this <00:12:24.560>up <00:12:24.700>real <00:12:24.840>quick. 00:12:25.470 --> 00:12:25.480 align:start position:0% <00:12:25.470>Let <00:12:25.471>me <00:12:25.473>bring <00:12:25.474>this <00:12:25.476>up <00:12:25.477>real <00:12:25.479>quick. 00:12:25.480 --> 00:12:28.190 align:start position:0% <00:12:25.480>Let <00:12:25.573>me <00:12:25.666>bring <00:12:25.760>this <00:12:25.853>up <00:12:25.946>real <00:12:26.040>quick. <00:12:26.133>If <00:12:26.226>I <00:12:26.320>can <00:12:26.413>scroll <00:12:26.506>my <00:12:26.600>my <00:12:26.693>mouse <00:12:26.786>real <00:12:26.880>quick 00:12:28.190 --> 00:12:28.200 align:start position:0% <00:12:28.190>If <00:12:28.191>I <00:12:28.192>can <00:12:28.193>scroll <00:12:28.194>my <00:12:28.195>my <00:12:28.196>mouse <00:12:28.197>real <00:12:28.199>quick 00:12:28.200 --> 00:12:31.590 align:start position:0% <00:12:28.200>If <00:12:28.355>I <00:12:28.511>can <00:12:28.666>scroll <00:12:28.822>my <00:12:28.977>my <00:12:29.133>mouse <00:12:29.288>real <00:12:29.444>quick <00:12:29.600>here. 00:12:31.600 --> 00:12:36.030 align:start position:0% <00:12:31.600>All <00:12:31.833>right. <00:12:32.066>So, <00:12:32.300>what <00:12:32.533>this <00:12:32.766>app <00:12:33.000>does 00:12:36.040 --> 00:12:40.110 align:start position:0% <00:12:36.040>is <00:12:36.319>generates <00:12:36.599>horror <00:12:36.880>haikus <00:12:37.160>for <00:12:37.439>SREs. 00:12:40.110 --> 00:12:40.120 align:start position:0% <00:12:40.110>is <00:12:40.111>generates <00:12:40.113>horror <00:12:40.115>haikus <00:12:40.117>for <00:12:40.119>SREs. 00:12:40.120 --> 00:12:42.350 align:start position:0% <00:12:40.120>is <00:12:40.220>generates <00:12:40.320>horror <00:12:40.420>haikus <00:12:40.520>for <00:12:40.620>SREs. <00:12:40.720>If <00:12:40.820>you <00:12:40.920>are <00:12:41.020>an <00:12:41.120>SRE, <00:12:41.220>you <00:12:41.320>went <00:12:41.420>through <00:12:41.520>all 00:12:42.350 --> 00:12:42.360 align:start position:0% <00:12:42.350>If <00:12:42.351>you <00:12:42.352>are <00:12:42.353>an <00:12:42.354>SRE, <00:12:42.355>you <00:12:42.356>went <00:12:42.357>through <00:12:42.359>all 00:12:42.360 --> 00:12:44.990 align:start position:0% <00:12:42.360>If <00:12:42.453>you <00:12:42.546>are <00:12:42.640>an <00:12:42.733>SRE, <00:12:42.826>you <00:12:42.920>went <00:12:43.013>through <00:12:43.106>all <00:12:43.200>kinds <00:12:43.293>of <00:12:43.386>horrors, <00:12:43.480>I'm <00:12:43.573>sure <00:12:43.666>of <00:12:43.760>that. 00:12:44.990 --> 00:12:45.000 align:start position:0% <00:12:44.990>kinds <00:12:44.991>of <00:12:44.993>horrors, <00:12:44.994>I'm <00:12:44.996>sure <00:12:44.997>of <00:12:44.999>that. 00:12:45.000 --> 00:12:47.110 align:start position:0% <00:12:45.000>kinds <00:12:45.127>of <00:12:45.254>horrors, <00:12:45.381>I'm <00:12:45.509>sure <00:12:45.636>of <00:12:45.763>that. <00:12:45.890>Let's <00:12:46.018>see <00:12:46.145>if <00:12:46.272>it <00:12:46.400>works. 00:12:47.110 --> 00:12:47.120 align:start position:0% <00:12:47.110>Let's <00:12:47.112>see <00:12:47.114>if <00:12:47.116>it <00:12:47.119>works. 00:12:47.120 --> 00:12:50.630 align:start position:0% <00:12:47.120>Let's <00:12:47.247>see <00:12:47.374>if <00:12:47.501>it <00:12:47.629>works. <00:12:47.756>So, <00:12:47.883>it's <00:12:48.010>powered <00:12:48.138>internally <00:12:48.265>by <00:12:48.392>my <00:12:48.520>GPU 00:12:50.630 --> 00:12:50.640 align:start position:0% <00:12:50.630>So, <00:12:50.631>it's <00:12:50.633>powered <00:12:50.634>internally <00:12:50.636>by <00:12:50.637>my <00:12:50.639>GPU 00:12:50.640 --> 00:12:53.550 align:start position:0% <00:12:50.640>So, <00:12:50.756>it's <00:12:50.873>powered <00:12:50.990>internally <00:12:51.106>by <00:12:51.223>my <00:12:51.340>GPU <00:12:51.456>running <00:12:51.573>very <00:12:51.689>small <00:12:51.806>model <00:12:51.923>and <00:12:52.040>deployed 00:12:53.550 --> 00:12:53.560 align:start position:0% <00:12:53.550>running <00:12:53.551>very <00:12:53.553>small <00:12:53.555>model <00:12:53.557>and <00:12:53.559>deployed 00:12:53.560 --> 00:12:55.310 align:start position:0% <00:12:53.560>running <00:12:53.676>very <00:12:53.793>small <00:12:53.910>model <00:12:54.026>and <00:12:54.143>deployed <00:12:54.260>via <00:12:54.376>Kubernetes. <00:12:54.493>So, <00:12:54.609>what <00:12:54.726>do <00:12:54.843>we <00:12:54.959>have 00:12:55.310 --> 00:12:55.320 align:start position:0% <00:12:55.310>via <00:12:55.311>Kubernetes. <00:12:55.313>So, <00:12:55.314>what <00:12:55.316>do <00:12:55.317>we <00:12:55.319>have 00:12:55.320 --> 00:12:56.390 align:start position:0% <00:12:55.320>via <00:12:55.457>Kubernetes. <00:12:55.595>So, <00:12:55.732>what <00:12:55.870>do <00:12:56.007>we <00:12:56.145>have <00:12:56.283>here? 00:12:56.390 --> 00:12:56.400 align:start position:0% here? 00:12:56.400 --> 00:12:59.070 align:start position:0% <00:12:56.400>here? <00:12:56.600>Pager's <00:12:56.800>buzz <00:12:57.000>all <00:12:57.199>night, <00:12:57.400>sleep <00:12:57.600>eludes <00:12:57.800>the 00:12:59.070 --> 00:12:59.080 align:start position:0% <00:12:59.070>Pager's <00:12:59.071>buzz <00:12:59.073>all <00:12:59.074>night, <00:12:59.076>sleep <00:12:59.077>eludes <00:12:59.079>the 00:12:59.080 --> 00:13:02.870 align:start position:0% <00:12:59.080>Pager's <00:12:59.187>buzz <00:12:59.295>all <00:12:59.403>night, <00:12:59.510>sleep <00:12:59.618>eludes <00:12:59.726>the <00:12:59.833>weary <00:12:59.941>soul. <00:13:00.049>Chaos <00:13:00.156>never <00:13:00.264>ends. <00:13:00.372>I <00:13:00.480>really 00:13:02.870 --> 00:13:02.880 align:start position:0% <00:13:02.870>weary <00:13:02.871>soul. <00:13:02.873>Chaos <00:13:02.874>never <00:13:02.876>ends. <00:13:02.877>I <00:13:02.879>really 00:13:02.880 --> 00:13:04.470 align:start position:0% <00:13:02.880>weary <00:13:03.035>soul. <00:13:03.191>Chaos <00:13:03.346>never <00:13:03.502>ends. <00:13:03.657>I <00:13:03.813>really <00:13:03.968>like <00:13:04.124>reading <00:13:04.280>those. 00:13:04.470 --> 00:13:04.480 align:start position:0% <00:13:04.470>like <00:13:04.474>reading <00:13:04.479>those. 00:13:04.480 --> 00:13:06.550 align:start position:0% <00:13:04.480>like <00:13:04.680>reading <00:13:04.880>those. <00:13:05.080>They <00:13:05.280>are <00:13:05.480>mostly <00:13:05.680>spot <00:13:05.880>on. 00:13:06.550 --> 00:13:06.560 align:start position:0% <00:13:06.550>They <00:13:06.552>are <00:13:06.554>mostly <00:13:06.556>spot <00:13:06.559>on. 00:13:06.560 --> 00:13:08.910 align:start position:0% <00:13:06.560>They <00:13:06.676>are <00:13:06.793>mostly <00:13:06.910>spot <00:13:07.026>on. <00:13:07.143>So, <00:13:07.260>if <00:13:07.376>you <00:13:07.493>have <00:13:07.609>snapped <00:13:07.726>the <00:13:07.843>QR <00:13:07.959>code 00:13:08.910 --> 00:13:08.920 align:start position:0% <00:13:08.910>So, <00:13:08.911>if <00:13:08.912>you <00:13:08.913>have <00:13:08.915>snapped <00:13:08.916>the <00:13:08.917>QR <00:13:08.919>code 00:13:08.920 --> 00:13:10.070 align:start position:0% <00:13:08.920>So, <00:13:09.049>if <00:13:09.178>you <00:13:09.308>have <00:13:09.437>snapped <00:13:09.566>the <00:13:09.696>QR <00:13:09.825>code <00:13:09.955>earlier, 00:13:10.070 --> 00:13:10.080 align:start position:0% earlier, 00:13:10.080 --> 00:13:12.430 align:start position:0% <00:13:10.080>earlier, <00:13:10.280>and <00:13:10.480>you <00:13:10.680>have <00:13:10.880>generated <00:13:11.080>some <00:13:11.280>of <00:13:11.480>the 00:13:12.430 --> 00:13:12.440 align:start position:0% <00:13:12.430>and <00:13:12.431>you <00:13:12.433>have <00:13:12.434>generated <00:13:12.436>some <00:13:12.437>of <00:13:12.439>the 00:13:12.440 --> 00:13:14.390 align:start position:0% <00:13:12.440>and <00:13:12.615>you <00:13:12.790>have <00:13:12.965>generated <00:13:13.140>some <00:13:13.315>of <00:13:13.490>the <00:13:13.665>haikus <00:13:13.840>here, 00:13:14.390 --> 00:13:14.400 align:start position:0% <00:13:14.390>haikus <00:13:14.399>here, 00:13:14.400 --> 00:13:16.510 align:start position:0% <00:13:14.400>haikus <00:13:14.633>here, <00:13:14.866>then <00:13:15.100>we <00:13:15.333>can <00:13:15.566>see <00:13:15.800>if 00:13:16.510 --> 00:13:16.520 align:start position:0% <00:13:16.510>then <00:13:16.512>we <00:13:16.514>can <00:13:16.516>see <00:13:16.519>if 00:13:16.520 --> 00:13:19.310 align:start position:0% <00:13:16.520>then <00:13:16.636>we <00:13:16.753>can <00:13:16.870>see <00:13:16.986>if <00:13:17.103>this <00:13:17.220>script <00:13:17.336>will <00:13:17.453>show <00:13:17.569>us <00:13:17.686>Oh, <00:13:17.803>quite <00:13:17.920>quite 00:13:19.310 --> 00:13:19.320 align:start position:0% <00:13:19.310>this <00:13:19.311>script <00:13:19.312>will <00:13:19.313>show <00:13:19.315>us <00:13:19.316>Oh, <00:13:19.317>quite <00:13:19.319>quite 00:13:19.320 --> 00:13:20.870 align:start position:0% <00:13:19.320>this <00:13:19.427>script <00:13:19.534>will <00:13:19.641>show <00:13:19.749>us <00:13:19.856>Oh, <00:13:19.963>quite <00:13:20.071>quite <00:13:20.178>a <00:13:20.285>lot <00:13:20.393>of <00:13:20.500>you <00:13:20.607>did <00:13:20.715>it. 00:13:20.870 --> 00:13:20.880 align:start position:0% <00:13:20.870>a <00:13:20.871>lot <00:13:20.873>of <00:13:20.875>you <00:13:20.877>did <00:13:20.879>it. 00:13:20.880 --> 00:13:23.829 align:start position:0% <00:13:20.880>a <00:13:20.987>lot <00:13:21.095>of <00:13:21.203>you <00:13:21.310>did <00:13:21.418>it. <00:13:21.526>So, <00:13:21.633>let's <00:13:21.741>see <00:13:21.849>which <00:13:21.956>one <00:13:22.064>is <00:13:22.172>the <00:13:22.280>best. 00:13:23.829 --> 00:13:23.839 align:start position:0% <00:13:23.829>So, <00:13:23.830>let's <00:13:23.831>see <00:13:23.832>which <00:13:23.834>one <00:13:23.835>is <00:13:23.836>the <00:13:23.838>best. 00:13:23.839 --> 00:13:25.110 align:start position:0% <00:13:23.839>So, <00:13:23.981>let's <00:13:24.124>see <00:13:24.267>which <00:13:24.410>one <00:13:24.553>is <00:13:24.696>the <00:13:24.839>best. <00:13:24.982>Uh 00:13:25.110 --> 00:13:25.120 align:start position:0% Uh 00:13:25.120 --> 00:13:27.390 align:start position:0% <00:13:25.120>Uh <00:13:25.320>Data <00:13:25.520>lost <00:13:25.720>in <00:13:25.920>void, <00:13:26.120>silent <00:13:26.320>screams <00:13:26.520>of 00:13:27.390 --> 00:13:27.400 align:start position:0% <00:13:27.390>Data <00:13:27.391>lost <00:13:27.393>in <00:13:27.394>void, <00:13:27.396>silent <00:13:27.397>screams <00:13:27.399>of 00:13:27.400 --> 00:13:30.110 align:start position:0% <00:13:27.400>Data <00:13:27.507>lost <00:13:27.615>in <00:13:27.723>void, <00:13:27.830>silent <00:13:27.938>screams <00:13:28.046>of <00:13:28.153>empty <00:13:28.261>drives. <00:13:28.369>Oh, <00:13:28.476>wow. <00:13:28.584>You <00:13:28.692>guys <00:13:28.800>are 00:13:30.110 --> 00:13:30.120 align:start position:0% <00:13:30.110>empty <00:13:30.111>drives. <00:13:30.113>Oh, <00:13:30.114>wow. <00:13:30.116>You <00:13:30.117>guys <00:13:30.119>are 00:13:30.120 --> 00:13:32.110 align:start position:0% <00:13:30.120>empty <00:13:30.236>drives. <00:13:30.353>Oh, <00:13:30.470>wow. <00:13:30.586>You <00:13:30.703>guys <00:13:30.820>are <00:13:30.936>going <00:13:31.053>at <00:13:31.170>it. <00:13:31.286>This <00:13:31.403>is <00:13:31.520>great. 00:13:32.110 --> 00:13:32.120 align:start position:0% <00:13:32.110>going <00:13:32.111>at <00:13:32.113>it. <00:13:32.115>This <00:13:32.117>is <00:13:32.119>great. 00:13:32.120 --> 00:13:34.670 align:start position:0% <00:13:32.120>going <00:13:32.247>at <00:13:32.374>it. <00:13:32.501>This <00:13:32.629>is <00:13:32.756>great. <00:13:32.883>Obviously, <00:13:33.010>this <00:13:33.138>can <00:13:33.265>be <00:13:33.392>a <00:13:33.520>screensaver, 00:13:34.670 --> 00:13:34.680 align:start position:0% <00:13:34.670>Obviously, <00:13:34.671>this <00:13:34.673>can <00:13:34.675>be <00:13:34.677>a <00:13:34.679>screensaver, 00:13:34.680 --> 00:13:36.590 align:start position:0% <00:13:34.680>Obviously, <00:13:34.807>this <00:13:34.934>can <00:13:35.061>be <00:13:35.189>a <00:13:35.316>screensaver, <00:13:35.443>right? <00:13:35.570>It's <00:13:35.698>like <00:13:35.825>rolling <00:13:35.952>screensaver <00:13:36.079>on 00:13:36.590 --> 00:13:36.600 align:start position:0% <00:13:36.590>right? <00:13:36.591>It's <00:13:36.593>like <00:13:36.595>rolling <00:13:36.597>screensaver <00:13:36.599>on 00:13:36.600 --> 00:13:39.510 align:start position:0% <00:13:36.600>right? <00:13:36.727>It's <00:13:36.854>like <00:13:36.981>rolling <00:13:37.109>screensaver <00:13:37.236>on <00:13:37.363>your <00:13:37.490>terminal <00:13:37.618>that <00:13:37.745>you <00:13:37.872>generate <00:13:38.000>haikus. 00:13:39.510 --> 00:13:39.520 align:start position:0% <00:13:39.510>your <00:13:39.511>terminal <00:13:39.513>that <00:13:39.515>you <00:13:39.517>generate <00:13:39.519>haikus. 00:13:39.520 --> 00:13:41.030 align:start position:0% <00:13:39.520>your <00:13:39.617>terminal <00:13:39.714>that <00:13:39.811>you <00:13:39.908>generate <00:13:40.005>haikus. <00:13:40.102>Every <00:13:40.199>time <00:13:40.296>you <00:13:40.393>can <00:13:40.490>look <00:13:40.587>at <00:13:40.684>it <00:13:40.781>and <00:13:40.879>feel 00:13:41.030 --> 00:13:41.040 align:start position:0% <00:13:41.030>Every <00:13:41.031>time <00:13:41.032>you <00:13:41.033>can <00:13:41.034>look <00:13:41.035>at <00:13:41.036>it <00:13:41.037>and <00:13:41.039>feel 00:13:41.040 --> 00:13:42.270 align:start position:0% <00:13:41.040>Every <00:13:41.163>time <00:13:41.286>you <00:13:41.409>can <00:13:41.531>look <00:13:41.655>at <00:13:41.778>it <00:13:41.901>and <00:13:42.024>feel <00:13:42.146>terrified. 00:13:42.270 --> 00:13:42.280 align:start position:0% terrified. 00:13:42.280 --> 00:13:45.030 align:start position:0% <00:13:42.280>terrified. <00:13:42.454>So, <00:13:42.630>this <00:13:42.805>is <00:13:42.980>working <00:13:43.155>clearly. <00:13:43.329>We <00:13:43.505>are <00:13:43.680>able 00:13:45.030 --> 00:13:45.040 align:start position:0% <00:13:45.030>So, <00:13:45.031>this <00:13:45.032>is <00:13:45.033>working <00:13:45.035>clearly. <00:13:45.036>We <00:13:45.037>are <00:13:45.039>able 00:13:45.040 --> 00:13:49.110 align:start position:0% <00:13:45.040>So, <00:13:45.122>this <00:13:45.204>is <00:13:45.287>working <00:13:45.369>clearly. <00:13:45.451>We <00:13:45.534>are <00:13:45.616>able <00:13:45.698>to <00:13:45.781>connect <00:13:45.863>to <00:13:45.945>our <00:13:46.028>GPU <00:13:46.110>and <00:13:46.192>we <00:13:46.275>are <00:13:46.357>able <00:13:46.439>to 00:13:49.110 --> 00:13:49.120 align:start position:0% <00:13:49.110>to <00:13:49.111>connect <00:13:49.112>to <00:13:49.113>our <00:13:49.114>GPU <00:13:49.115>and <00:13:49.116>we <00:13:49.117>are <00:13:49.118>able <00:13:49.119>to 00:13:49.120 --> 00:13:51.790 align:start position:0% <00:13:49.120>to <00:13:49.202>connect <00:13:49.284>to <00:13:49.367>our <00:13:49.449>GPU <00:13:49.531>and <00:13:49.614>we <00:13:49.696>are <00:13:49.778>able <00:13:49.861>to <00:13:49.943>use <00:13:50.025>the <00:13:50.108>LLM <00:13:50.190>for <00:13:50.272>the <00:13:50.355>purposes <00:13:50.437>it <00:13:50.520>was 00:13:51.790 --> 00:13:51.800 align:start position:0% <00:13:51.790>use <00:13:51.791>the <00:13:51.792>LLM <00:13:51.793>for <00:13:51.795>the <00:13:51.796>purposes <00:13:51.797>it <00:13:51.799>was 00:13:51.800 --> 00:13:53.990 align:start position:0% <00:13:51.800>use <00:13:51.900>the <00:13:52.000>LLM <00:13:52.099>for <00:13:52.199>the <00:13:52.300>purposes <00:13:52.400>it <00:13:52.500>was <00:13:52.599>intended <00:13:52.699>to <00:13:52.800>use, <00:13:52.900>which <00:13:53.000>is <00:13:53.099>generate <00:13:53.199>fun 00:13:53.990 --> 00:13:54.000 align:start position:0% <00:13:53.990>intended <00:13:53.991>to <00:13:53.993>use, <00:13:53.994>which <00:13:53.996>is <00:13:53.997>generate <00:13:53.999>fun 00:13:54.000 --> 00:13:55.830 align:start position:0% <00:13:54.000>intended <00:13:54.200>to <00:13:54.400>use, <00:13:54.600>which <00:13:54.800>is <00:13:55.000>generate <00:13:55.200>fun <00:13:55.400>stuff. 00:13:55.830 --> 00:13:55.840 align:start position:0% stuff. 00:13:55.840 --> 00:13:58.310 align:start position:0% <00:13:55.840>stuff. <00:13:55.980>So, <00:13:56.120>now <00:13:56.260>I <00:13:56.400>want <00:13:56.540>to <00:13:56.680>show <00:13:56.820>you <00:13:56.960>how <00:13:57.100>you <00:13:57.240>can 00:13:58.310 --> 00:13:58.320 align:start position:0% <00:13:58.310>So, <00:13:58.310>now <00:13:58.312>I <00:13:58.313>want <00:13:58.314>to <00:13:58.315>show <00:13:58.316>you <00:13:58.317>how <00:13:58.318>you <00:13:58.319>can 00:13:58.320 --> 00:14:01.870 align:start position:0% <00:13:58.320>So, <00:13:58.402>now <00:13:58.484>I <00:13:58.567>want <00:13:58.649>to <00:13:58.731>show <00:13:58.814>you <00:13:58.896>how <00:13:58.978>you <00:13:59.061>can <00:13:59.143>take <00:13:59.225>the <00:13:59.308>same <00:13:59.390>deployment <00:13:59.472>that <00:13:59.555>I <00:13:59.637>just <00:13:59.720>did 00:14:01.870 --> 00:14:01.880 align:start position:0% <00:14:01.870>take <00:14:01.871>the <00:14:01.872>same <00:14:01.873>deployment <00:14:01.875>that <00:14:01.876>I <00:14:01.877>just <00:14:01.879>did 00:14:01.880 --> 00:14:05.270 align:start position:0% <00:14:01.880>take <00:14:01.980>the <00:14:02.080>same <00:14:02.180>deployment <00:14:02.280>that <00:14:02.380>I <00:14:02.480>just <00:14:02.580>did <00:14:02.680>on <00:14:02.780>my <00:14:02.880>local <00:14:02.980>kind <00:14:03.080>cluster <00:14:03.180>and <00:14:03.280>replicate 00:14:05.270 --> 00:14:05.280 align:start position:0% <00:14:05.270>on <00:14:05.271>my <00:14:05.273>local <00:14:05.274>kind <00:14:05.276>cluster <00:14:05.277>and <00:14:05.279>replicate 00:14:05.280 --> 00:14:09.470 align:start position:0% <00:14:05.280>on <00:14:05.407>my <00:14:05.534>local <00:14:05.661>kind <00:14:05.789>cluster <00:14:05.916>and <00:14:06.043>replicate <00:14:06.170>it <00:14:06.298>in <00:14:06.425>encapsulated <00:14:06.552>isolated <00:14:06.680>tenant 00:14:09.470 --> 00:14:09.480 align:start position:0% <00:14:09.470>it <00:14:09.472>in <00:14:09.474>encapsulated <00:14:09.476>isolated <00:14:09.479>tenant 00:14:09.480 --> 00:14:10.990 align:start position:0% <00:14:09.480>it <00:14:09.751>in <00:14:10.023>encapsulated <00:14:10.295>isolated <00:14:10.567>tenant <00:14:10.839>clusters. 00:14:10.990 --> 00:14:11.000 align:start position:0% clusters. 00:14:11.000 --> 00:14:14.350 align:start position:0% <00:14:11.000>clusters. <00:14:11.350>This <00:14:11.700>scary <00:14:12.050>YAML <00:14:12.400>file 00:14:14.350 --> 00:14:14.360 align:start position:0% <00:14:14.350>This <00:14:14.353>scary <00:14:14.356>YAML <00:14:14.359>file 00:14:14.360 --> 00:14:16.950 align:start position:0% <00:14:14.360>This <00:14:14.515>scary <00:14:14.671>YAML <00:14:14.826>file <00:14:14.982>shows <00:14:15.137>us <00:14:15.293>the <00:14:15.448>necessary <00:14:15.604>settings <00:14:15.760>that 00:14:16.950 --> 00:14:16.960 align:start position:0% <00:14:16.950>shows <00:14:16.951>us <00:14:16.953>the <00:14:16.955>necessary <00:14:16.957>settings <00:14:16.959>that 00:14:16.960 --> 00:14:20.750 align:start position:0% <00:14:16.960>shows <00:14:17.115>us <00:14:17.271>the <00:14:17.426>necessary <00:14:17.582>settings <00:14:17.737>that <00:14:17.893>vcluster <00:14:18.048>requires <00:14:18.204>to <00:14:18.360>actually 00:14:20.750 --> 00:14:20.760 align:start position:0% <00:14:20.750>vcluster <00:14:20.753>requires <00:14:20.756>to <00:14:20.759>actually 00:14:20.760 --> 00:14:21.390 align:start position:0% <00:14:20.760>vcluster <00:14:20.901>requires <00:14:21.043>to <00:14:21.185>actually <00:14:21.327>um 00:14:21.390 --> 00:14:21.400 align:start position:0% um 00:14:21.400 --> 00:14:25.630 align:start position:0% <00:14:21.400>um <00:14:21.600>serve <00:14:21.800>us <00:14:22.000>a <00:14:22.199>KAI <00:14:22.400>scheduler <00:14:22.600>encapsulated <00:14:22.800>in 00:14:25.630 --> 00:14:25.640 align:start position:0% <00:14:25.630>serve <00:14:25.631>us <00:14:25.633>a <00:14:25.634>KAI <00:14:25.636>scheduler <00:14:25.637>encapsulated <00:14:25.639>in 00:14:25.640 --> 00:14:27.150 align:start position:0% <00:14:25.640>serve <00:14:25.809>us <00:14:25.979>a <00:14:26.149>KAI <00:14:26.319>scheduler <00:14:26.489>encapsulated <00:14:26.659>in <00:14:26.829>a <00:14:26.999>pod. 00:14:27.150 --> 00:14:27.160 align:start position:0% <00:14:27.150>a <00:14:27.159>pod. 00:14:27.160 --> 00:14:28.390 align:start position:0% <00:14:27.160>a <00:14:27.318>pod. <00:14:27.476>You <00:14:27.634>don't <00:14:27.792>have <00:14:27.950>to <00:14:28.108>memorize <00:14:28.266>it, 00:14:28.390 --> 00:14:28.400 align:start position:0% <00:14:28.390>You <00:14:28.391>don't <00:14:28.393>have <00:14:28.395>to <00:14:28.397>memorize <00:14:28.399>it, 00:14:28.400 --> 00:14:29.670 align:start position:0% <00:14:28.400>You <00:14:28.487>don't <00:14:28.575>have <00:14:28.663>to <00:14:28.751>memorize <00:14:28.839>it, <00:14:28.927>thankfully. <00:14:29.015>I'm <00:14:29.103>not <00:14:29.191>going <00:14:29.279>to <00:14:29.367>do <00:14:29.455>a <00:14:29.543>quiz 00:14:29.670 --> 00:14:29.680 align:start position:0% <00:14:29.670>thankfully. <00:14:29.671>I'm <00:14:29.672>not <00:14:29.673>going <00:14:29.675>to <00:14:29.676>do <00:14:29.677>a <00:14:29.679>quiz 00:14:29.680 --> 00:14:32.070 align:start position:0% <00:14:29.680>thankfully. <00:14:29.773>I'm <00:14:29.866>not <00:14:29.959>going <00:14:30.053>to <00:14:30.146>do <00:14:30.239>a <00:14:30.333>quiz <00:14:30.426>after <00:14:30.520>all. <00:14:30.613>Just <00:14:30.706>an <00:14:30.800>example <00:14:30.893>what <00:14:30.986>you <00:14:31.079>need 00:14:32.070 --> 00:14:32.080 align:start position:0% <00:14:32.070>after <00:14:32.071>all. <00:14:32.072>Just <00:14:32.073>an <00:14:32.075>example <00:14:32.076>what <00:14:32.077>you <00:14:32.079>need 00:14:32.080 --> 00:14:34.870 align:start position:0% <00:14:32.080>after <00:14:32.196>all. <00:14:32.313>Just <00:14:32.430>an <00:14:32.546>example <00:14:32.663>what <00:14:32.780>you <00:14:32.896>need <00:14:33.013>to <00:14:33.130>do <00:14:33.246>to <00:14:33.363>configure <00:14:33.480>it. 00:14:34.870 --> 00:14:34.880 align:start position:0% <00:14:34.870>to <00:14:34.872>do <00:14:34.874>to <00:14:34.876>configure <00:14:34.879>it. 00:14:34.880 --> 00:14:36.310 align:start position:0% <00:14:34.880>to <00:14:35.137>do <00:14:35.394>to <00:14:35.652>configure <00:14:35.909>it. <00:14:36.166>Right. 00:14:36.310 --> 00:14:36.320 align:start position:0% Right. 00:14:36.320 --> 00:14:38.110 align:start position:0% <00:14:36.320>Right. <00:14:36.495>I'm <00:14:36.670>not <00:14:36.845>going <00:14:37.020>to <00:14:37.195>explain <00:14:37.370>those <00:14:37.545>things <00:14:37.720>in 00:14:38.110 --> 00:14:38.120 align:start position:0% <00:14:38.110>I'm <00:14:38.111>not <00:14:38.112>going <00:14:38.113>to <00:14:38.115>explain <00:14:38.116>those <00:14:38.117>things <00:14:38.119>in 00:14:38.120 --> 00:14:41.150 align:start position:0% <00:14:38.120>I'm <00:14:38.213>not <00:14:38.306>going <00:14:38.400>to <00:14:38.493>explain <00:14:38.586>those <00:14:38.680>things <00:14:38.773>in <00:14:38.866>detail. <00:14:38.960>You <00:14:39.053>can <00:14:39.146>read <00:14:39.240>our <00:14:39.333>docs <00:14:39.426>um <00:14:39.520>but 00:14:41.150 --> 00:14:41.160 align:start position:0% <00:14:41.150>detail. <00:14:41.151>You <00:14:41.152>can <00:14:41.153>read <00:14:41.155>our <00:14:41.156>docs <00:14:41.157>um <00:14:41.159>but 00:14:41.160 --> 00:14:42.470 align:start position:0% <00:14:41.160>detail. <00:14:41.290>You <00:14:41.422>can <00:14:41.553>read <00:14:41.684>our <00:14:41.815>docs <00:14:41.946>um <00:14:42.077>but <00:14:42.208>when <00:14:42.339>you 00:14:42.470 --> 00:14:42.480 align:start position:0% <00:14:42.470>when <00:14:42.479>you 00:14:42.480 --> 00:14:44.590 align:start position:0% <00:14:42.480>when <00:14:42.635>you <00:14:42.791>just <00:14:42.946>to <00:14:43.102>coming <00:14:43.257>back <00:14:43.413>to <00:14:43.568>this <00:14:43.724>real <00:14:43.880>quick, 00:14:44.590 --> 00:14:44.600 align:start position:0% <00:14:44.590>just <00:14:44.591>to <00:14:44.592>coming <00:14:44.593>back <00:14:44.595>to <00:14:44.596>this <00:14:44.597>real <00:14:44.599>quick, 00:14:44.600 --> 00:14:46.030 align:start position:0% <00:14:44.600>just <00:14:44.699>to <00:14:44.798>coming <00:14:44.897>back <00:14:44.996>to <00:14:45.095>this <00:14:45.194>real <00:14:45.293>quick, <00:14:45.391>when <00:14:45.491>you <00:14:45.590>want <00:14:45.689>to <00:14:45.788>configure <00:14:45.887>your 00:14:46.030 --> 00:14:46.040 align:start position:0% <00:14:46.030>when <00:14:46.031>you <00:14:46.033>want <00:14:46.035>to <00:14:46.037>configure <00:14:46.039>your 00:14:46.040 --> 00:14:48.030 align:start position:0% <00:14:46.040>when <00:14:46.180>you <00:14:46.319>want <00:14:46.459>to <00:14:46.599>configure <00:14:46.740>your <00:14:46.880>Kubernetes <00:14:47.020>cluster, <00:14:47.160>not <00:14:47.300>a <00:14:47.439>virtual 00:14:48.030 --> 00:14:48.040 align:start position:0% <00:14:48.030>Kubernetes <00:14:48.032>cluster, <00:14:48.034>not <00:14:48.036>a <00:14:48.039>virtual 00:14:48.040 --> 00:14:50.150 align:start position:0% <00:14:48.040>Kubernetes <00:14:48.180>cluster, <00:14:48.319>not <00:14:48.459>a <00:14:48.599>virtual <00:14:48.740>cluster <00:14:48.880>but <00:14:49.020>normal <00:14:49.160>one, <00:14:49.300>you <00:14:49.439>typically 00:14:50.150 --> 00:14:50.160 align:start position:0% <00:14:50.150>cluster <00:14:50.151>but <00:14:50.153>normal <00:14:50.155>one, <00:14:50.157>you <00:14:50.159>typically 00:14:50.160 --> 00:14:52.950 align:start position:0% <00:14:50.160>cluster <00:14:50.267>but <00:14:50.375>normal <00:14:50.483>one, <00:14:50.590>you <00:14:50.698>typically <00:14:50.806>would <00:14:50.913>go <00:14:51.021>through <00:14:51.129>a <00:14:51.236>process <00:14:51.344>of, <00:14:51.452>you <00:14:51.560>know, 00:14:52.950 --> 00:14:52.960 align:start position:0% <00:14:52.950>would <00:14:52.951>go <00:14:52.952>through <00:14:52.953>a <00:14:52.955>process <00:14:52.956>of, <00:14:52.957>you <00:14:52.959>know, 00:14:52.960 --> 00:14:55.470 align:start position:0% <00:14:52.960>would <00:14:53.067>go <00:14:53.175>through <00:14:53.283>a <00:14:53.390>process <00:14:53.498>of, <00:14:53.606>you <00:14:53.713>know, <00:14:53.821>using <00:14:53.929>some <00:14:54.036>kind <00:14:54.144>of <00:14:54.252>deployment <00:14:54.360>tool, 00:14:55.470 --> 00:14:55.480 align:start position:0% <00:14:55.470>using <00:14:55.471>some <00:14:55.473>kind <00:14:55.475>of <00:14:55.477>deployment <00:14:55.479>tool, 00:14:55.480 --> 00:14:57.230 align:start position:0% <00:14:55.480>using <00:14:55.620>some <00:14:55.760>kind <00:14:55.900>of <00:14:56.040>deployment <00:14:56.180>tool, <00:14:56.320>right? <00:14:56.460>Whether <00:14:56.600>it's <00:14:56.740>Crossplane <00:14:56.880>or 00:14:57.230 --> 00:14:57.240 align:start position:0% <00:14:57.230>right? <00:14:57.232>Whether <00:14:57.234>it's <00:14:57.236>Crossplane <00:14:57.239>or 00:14:57.240 --> 00:15:01.030 align:start position:0% <00:14:57.240>right? <00:14:57.367>Whether <00:14:57.494>it's <00:14:57.621>Crossplane <00:14:57.749>or <00:14:57.876>Terraform <00:14:58.003>or <00:14:58.130>whatever <00:14:58.258>you <00:14:58.385>have. <00:14:58.512>Um <00:14:58.640>and 00:15:01.030 --> 00:15:01.040 align:start position:0% <00:15:01.030>Terraform <00:15:01.031>or <00:15:01.033>whatever <00:15:01.034>you <00:15:01.036>have. <00:15:01.037>Um <00:15:01.039>and 00:15:01.040 --> 00:15:04.150 align:start position:0% <00:15:01.040>Terraform <00:15:01.133>or <00:15:01.226>whatever <00:15:01.319>you <00:15:01.413>have. <00:15:01.506>Um <00:15:01.599>and <00:15:01.693>you <00:15:01.786>would <00:15:01.880>set <00:15:01.973>up <00:15:02.066>some <00:15:02.160>settings <00:15:02.253>in <00:15:02.346>a <00:15:02.439>Helm 00:15:04.150 --> 00:15:04.160 align:start position:0% <00:15:04.150>you <00:15:04.151>would <00:15:04.152>set <00:15:04.153>up <00:15:04.154>some <00:15:04.155>settings <00:15:04.156>in <00:15:04.157>a <00:15:04.159>Helm 00:15:04.160 --> 00:15:05.829 align:start position:0% <00:15:04.160>you <00:15:04.253>would <00:15:04.346>set <00:15:04.439>up <00:15:04.533>some <00:15:04.626>settings <00:15:04.719>in <00:15:04.813>a <00:15:04.906>Helm <00:15:05.000>chart <00:15:05.093>or <00:15:05.186>anywhere <00:15:05.280>else. <00:15:05.373>This <00:15:05.466>is <00:15:05.560>no 00:15:05.829 --> 00:15:05.839 align:start position:0% <00:15:05.829>chart <00:15:05.830>or <00:15:05.832>anywhere <00:15:05.833>else. <00:15:05.835>This <00:15:05.836>is <00:15:05.838>no 00:15:05.839 --> 00:15:08.670 align:start position:0% <00:15:05.839>chart <00:15:05.955>or <00:15:06.072>anywhere <00:15:06.189>else. <00:15:06.305>This <00:15:06.422>is <00:15:06.539>no <00:15:06.655>different <00:15:06.772>with <00:15:06.889>vcluster <00:15:07.005>cluster, <00:15:07.122>but <00:15:07.239>you 00:15:08.670 --> 00:15:08.680 align:start position:0% <00:15:08.670>different <00:15:08.671>with <00:15:08.673>vcluster <00:15:08.675>cluster, <00:15:08.677>but <00:15:08.679>you 00:15:08.680 --> 00:15:10.750 align:start position:0% <00:15:08.680>different <00:15:08.913>with <00:15:09.146>vcluster <00:15:09.380>cluster, <00:15:09.613>but <00:15:09.846>you <00:15:10.079>have 00:15:10.750 --> 00:15:10.760 align:start position:0% have 00:15:10.760 --> 00:15:14.230 align:start position:0% <00:15:10.760>have <00:15:10.993>ability <00:15:11.226>to <00:15:11.460>control <00:15:11.693>significantly <00:15:11.926>more <00:15:12.160>in 00:15:14.230 --> 00:15:14.240 align:start position:0% <00:15:14.230>ability <00:15:14.231>to <00:15:14.233>control <00:15:14.235>significantly <00:15:14.237>more <00:15:14.239>in 00:15:14.240 --> 00:15:16.829 align:start position:0% <00:15:14.240>ability <00:15:14.347>to <00:15:14.455>control <00:15:14.563>significantly <00:15:14.670>more <00:15:14.778>in <00:15:14.886>terms <00:15:14.993>of <00:15:15.101>behavior <00:15:15.209>as <00:15:15.316>you <00:15:15.424>have <00:15:15.532>in <00:15:15.640>regular 00:15:16.829 --> 00:15:16.839 align:start position:0% <00:15:16.829>terms <00:15:16.830>of <00:15:16.831>behavior <00:15:16.832>as <00:15:16.834>you <00:15:16.835>have <00:15:16.836>in <00:15:16.838>regular 00:15:16.839 --> 00:15:18.270 align:start position:0% <00:15:16.839>terms <00:15:16.999>of <00:15:17.160>behavior <00:15:17.321>as <00:15:17.482>you <00:15:17.643>have <00:15:17.804>in <00:15:17.965>regular <00:15:18.126>Kubernetes. 00:15:18.270 --> 00:15:18.280 align:start position:0% Kubernetes. 00:15:18.280 --> 00:15:20.829 align:start position:0% <00:15:18.280>Kubernetes. <00:15:18.630>So, <00:15:18.980>that's <00:15:19.329>quite <00:15:19.680>interesting. 00:15:20.829 --> 00:15:20.839 align:start position:0% <00:15:20.829>So, <00:15:20.832>that's <00:15:20.834>quite <00:15:20.838>interesting. 00:15:20.839 --> 00:15:23.710 align:start position:0% <00:15:20.839>So, <00:15:20.966>that's <00:15:21.093>quite <00:15:21.220>interesting. <00:15:21.348>Right. <00:15:21.475>What <00:15:21.602>we <00:15:21.729>are <00:15:21.857>going <00:15:21.984>to <00:15:22.111>do <00:15:22.238>now 00:15:23.710 --> 00:15:23.720 align:start position:0% <00:15:23.710>Right. <00:15:23.711>What <00:15:23.712>we <00:15:23.713>are <00:15:23.715>going <00:15:23.716>to <00:15:23.717>do <00:15:23.719>now 00:15:23.720 --> 00:15:25.430 align:start position:0% <00:15:23.720>Right. <00:15:23.820>What <00:15:23.920>we <00:15:24.020>are <00:15:24.120>going <00:15:24.220>to <00:15:24.320>do <00:15:24.420>now <00:15:24.520>I <00:15:24.620>am <00:15:24.720>going <00:15:24.820>to <00:15:24.920>trigger <00:15:25.020>this <00:15:25.120>command. 00:15:25.430 --> 00:15:25.440 align:start position:0% <00:15:25.430>I <00:15:25.431>am <00:15:25.433>going <00:15:25.434>to <00:15:25.436>trigger <00:15:25.437>this <00:15:25.439>command. 00:15:25.440 --> 00:15:27.350 align:start position:0% <00:15:25.440>I <00:15:25.580>am <00:15:25.720>going <00:15:25.860>to <00:15:26.000>trigger <00:15:26.140>this <00:15:26.280>command. <00:15:26.420>Fingers <00:15:26.560>crossed <00:15:26.700>it <00:15:26.840>works. 00:15:27.350 --> 00:15:27.360 align:start position:0% <00:15:27.350>Fingers <00:15:27.353>crossed <00:15:27.356>it <00:15:27.359>works. 00:15:27.360 --> 00:15:29.510 align:start position:0% <00:15:27.360>Fingers <00:15:27.515>crossed <00:15:27.671>it <00:15:27.826>works. <00:15:27.982>So, <00:15:28.137>what's <00:15:28.293>happening <00:15:28.448>behind <00:15:28.604>the <00:15:28.760>scenes, 00:15:29.510 --> 00:15:29.520 align:start position:0% <00:15:29.510>So, <00:15:29.511>what's <00:15:29.513>happening <00:15:29.515>behind <00:15:29.517>the <00:15:29.519>scenes, 00:15:29.520 --> 00:15:32.910 align:start position:0% <00:15:29.520>So, <00:15:29.647>what's <00:15:29.774>happening <00:15:29.901>behind <00:15:30.029>the <00:15:30.156>scenes, <00:15:30.283>I <00:15:30.410>am <00:15:30.538>deploying <00:15:30.665>a <00:15:30.792>virtual <00:15:30.920>cluster. 00:15:32.910 --> 00:15:32.920 align:start position:0% <00:15:32.910>I <00:15:32.911>am <00:15:32.913>deploying <00:15:32.915>a <00:15:32.917>virtual <00:15:32.919>cluster. 00:15:32.920 --> 00:15:34.950 align:start position:0% <00:15:32.920>I <00:15:33.020>am <00:15:33.120>deploying <00:15:33.219>a <00:15:33.319>virtual <00:15:33.420>cluster. <00:15:33.520>So, <00:15:33.620>one <00:15:33.719>more <00:15:33.819>time, <00:15:33.920>I'm <00:15:34.020>running <00:15:34.120>it <00:15:34.219>all <00:15:34.319>on 00:15:34.950 --> 00:15:34.960 align:start position:0% <00:15:34.950>So, <00:15:34.951>one <00:15:34.952>more <00:15:34.953>time, <00:15:34.954>I'm <00:15:34.955>running <00:15:34.956>it <00:15:34.957>all <00:15:34.959>on 00:15:34.960 --> 00:15:37.870 align:start position:0% <00:15:34.960>So, <00:15:35.060>one <00:15:35.160>more <00:15:35.260>time, <00:15:35.360>I'm <00:15:35.460>running <00:15:35.560>it <00:15:35.660>all <00:15:35.760>on <00:15:35.860>kind, <00:15:35.960>which <00:15:36.060>is <00:15:36.160>Kubernetes <00:15:36.260>in <00:15:36.360>Docker. 00:15:37.870 --> 00:15:37.880 align:start position:0% <00:15:37.870>kind, <00:15:37.871>which <00:15:37.873>is <00:15:37.875>Kubernetes <00:15:37.877>in <00:15:37.879>Docker. 00:15:37.880 --> 00:15:39.790 align:start position:0% <00:15:37.880>kind, <00:15:37.987>which <00:15:38.095>is <00:15:38.203>Kubernetes <00:15:38.310>in <00:15:38.418>Docker. <00:15:38.526>And <00:15:38.633>inside <00:15:38.741>of <00:15:38.849>this <00:15:38.956>Docker, <00:15:39.064>I'm <00:15:39.172>going <00:15:39.280>to 00:15:39.790 --> 00:15:39.800 align:start position:0% <00:15:39.790>And <00:15:39.791>inside <00:15:39.792>of <00:15:39.793>this <00:15:39.795>Docker, <00:15:39.796>I'm <00:15:39.797>going <00:15:39.799>to 00:15:39.800 --> 00:15:41.430 align:start position:0% <00:15:39.800>And <00:15:39.939>inside <00:15:40.079>of <00:15:40.219>this <00:15:40.359>Docker, <00:15:40.500>I'm <00:15:40.640>going <00:15:40.780>to <00:15:40.920>take <00:15:41.060>a <00:15:41.199>pod, 00:15:41.430 --> 00:15:41.440 align:start position:0% <00:15:41.430>take <00:15:41.434>a <00:15:41.439>pod, 00:15:41.440 --> 00:15:44.230 align:start position:0% <00:15:41.440>take <00:15:41.595>a <00:15:41.751>pod, <00:15:41.906>deploy <00:15:42.062>it <00:15:42.217>on <00:15:42.373>my <00:15:42.528>Kubernetes <00:15:42.684>cluster, <00:15:42.840>and 00:15:44.230 --> 00:15:44.240 align:start position:0% <00:15:44.230>deploy <00:15:44.231>it <00:15:44.233>on <00:15:44.234>my <00:15:44.236>Kubernetes <00:15:44.237>cluster, <00:15:44.239>and 00:15:44.240 --> 00:15:47.670 align:start position:0% <00:15:44.240>deploy <00:15:44.367>it <00:15:44.494>on <00:15:44.621>my <00:15:44.749>Kubernetes <00:15:44.876>cluster, <00:15:45.003>and <00:15:45.130>this <00:15:45.258>pod <00:15:45.385>will <00:15:45.512>serve <00:15:45.640>Kubernetes 00:15:47.670 --> 00:15:47.680 align:start position:0% <00:15:47.670>this <00:15:47.672>pod <00:15:47.674>will <00:15:47.676>serve <00:15:47.679>Kubernetes 00:15:47.680 --> 00:15:50.230 align:start position:0% <00:15:47.680>this <00:15:47.835>pod <00:15:47.991>will <00:15:48.146>serve <00:15:48.302>Kubernetes <00:15:48.457>machinery, <00:15:48.613>Kubernetes <00:15:48.768>control <00:15:48.924>plane. <00:15:49.079>And 00:15:50.230 --> 00:15:50.240 align:start position:0% <00:15:50.230>machinery, <00:15:50.232>Kubernetes <00:15:50.234>control <00:15:50.236>plane. <00:15:50.239>And 00:15:50.240 --> 00:15:53.990 align:start position:0% <00:15:50.240>machinery, <00:15:50.356>Kubernetes <00:15:50.473>control <00:15:50.590>plane. <00:15:50.706>And <00:15:50.823>this <00:15:50.940>is <00:15:51.056>what <00:15:51.173>we <00:15:51.290>call <00:15:51.406>a <00:15:51.523>virtual <00:15:51.640>cluster. 00:15:53.990 --> 00:15:54.000 align:start position:0% <00:15:53.990>this <00:15:53.991>is <00:15:53.992>what <00:15:53.993>we <00:15:53.995>call <00:15:53.996>a <00:15:53.997>virtual <00:15:53.999>cluster. 00:15:54.000 --> 00:15:57.550 align:start position:0% <00:15:54.000>this <00:15:54.107>is <00:15:54.215>what <00:15:54.323>we <00:15:54.430>call <00:15:54.538>a <00:15:54.646>virtual <00:15:54.753>cluster. <00:15:54.861>So, <00:15:54.969>once <00:15:55.076>this <00:15:55.184>is <00:15:55.292>done <00:15:55.400>deploying, 00:15:57.550 --> 00:15:57.560 align:start position:0% <00:15:57.550>So, <00:15:57.551>once <00:15:57.553>this <00:15:57.555>is <00:15:57.557>done <00:15:57.559>deploying, 00:15:57.560 --> 00:15:59.630 align:start position:0% <00:15:57.560>So, <00:15:57.653>once <00:15:57.746>this <00:15:57.839>is <00:15:57.933>done <00:15:58.026>deploying, <00:15:58.119>we <00:15:58.213>will <00:15:58.306>be <00:15:58.400>able <00:15:58.493>to <00:15:58.586>connect <00:15:58.680>to <00:15:58.773>it <00:15:58.866>as <00:15:58.959>if 00:15:59.630 --> 00:15:59.640 align:start position:0% <00:15:59.630>we <00:15:59.631>will <00:15:59.632>be <00:15:59.633>able <00:15:59.634>to <00:15:59.635>connect <00:15:59.636>to <00:15:59.637>it <00:15:59.638>as <00:15:59.639>if 00:15:59.640 --> 00:16:01.350 align:start position:0% <00:15:59.640>we <00:15:59.733>will <00:15:59.826>be <00:15:59.920>able <00:16:00.013>to <00:16:00.106>connect <00:16:00.199>to <00:16:00.293>it <00:16:00.386>as <00:16:00.480>if <00:16:00.573>we <00:16:00.666>would <00:16:00.760>connect <00:16:00.853>to <00:16:00.946>any <00:16:01.040>Kubernetes 00:16:01.350 --> 00:16:01.360 align:start position:0% <00:16:01.350>we <00:16:01.351>would <00:16:01.353>connect <00:16:01.355>to <00:16:01.357>any <00:16:01.359>Kubernetes 00:16:01.360 --> 00:16:04.390 align:start position:0% <00:16:01.360>we <00:16:01.476>would <00:16:01.593>connect <00:16:01.710>to <00:16:01.826>any <00:16:01.943>Kubernetes <00:16:02.060>cluster. <00:16:02.176>So, <00:16:02.293>let's <00:16:02.410>see <00:16:02.526>if <00:16:02.643>it <00:16:02.760>works. 00:16:04.390 --> 00:16:04.400 align:start position:0% <00:16:04.390>cluster. <00:16:04.391>So, <00:16:04.393>let's <00:16:04.394>see <00:16:04.396>if <00:16:04.397>it <00:16:04.399>works. 00:16:04.400 --> 00:16:05.750 align:start position:0% <00:16:04.400>cluster. <00:16:04.551>So, <00:16:04.703>let's <00:16:04.855>see <00:16:05.007>if <00:16:05.159>it <00:16:05.311>works. <00:16:05.463>So, <00:16:05.615>here 00:16:05.750 --> 00:16:05.760 align:start position:0% <00:16:05.750>So, <00:16:05.759>here 00:16:05.760 --> 00:16:07.870 align:start position:0% <00:16:05.760>So, <00:16:05.993>here <00:16:06.226>I'm <00:16:06.460>using <00:16:06.693>my <00:16:06.926>favorite <00:16:07.160>program, 00:16:07.870 --> 00:16:07.880 align:start position:0% <00:16:07.870>I'm <00:16:07.872>using <00:16:07.874>my <00:16:07.876>favorite <00:16:07.879>program, 00:16:07.880 --> 00:16:10.350 align:start position:0% <00:16:07.880>I'm <00:16:08.055>using <00:16:08.230>my <00:16:08.405>favorite <00:16:08.580>program, <00:16:08.755>K9s. <00:16:08.930>Anybody <00:16:09.105>uses <00:16:09.280>K9s? 00:16:10.350 --> 00:16:10.360 align:start position:0% <00:16:10.350>K9s. <00:16:10.353>Anybody <00:16:10.356>uses <00:16:10.359>K9s? 00:16:10.360 --> 00:16:12.230 align:start position:0% <00:16:10.360>K9s. <00:16:10.560>Anybody <00:16:10.760>uses <00:16:10.960>K9s? <00:16:11.160>Yeah, <00:16:11.360>some <00:16:11.560>love <00:16:11.760>for 00:16:12.230 --> 00:16:12.240 align:start position:0% <00:16:12.230>Yeah, <00:16:12.233>some <00:16:12.236>love <00:16:12.239>for 00:16:12.240 --> 00:16:14.390 align:start position:0% <00:16:12.240>Yeah, <00:16:12.520>some <00:16:12.800>love <00:16:13.080>for <00:16:13.360>another <00:16:13.640>favorite. 00:16:14.390 --> 00:16:14.400 align:start position:0% <00:16:14.390>another <00:16:14.399>favorite. 00:16:14.400 --> 00:16:15.870 align:start position:0% <00:16:14.400>another <00:16:14.565>favorite. <00:16:14.730>There <00:16:14.896>are <00:16:15.061>other <00:16:15.226>programs, <00:16:15.392>but <00:16:15.557>I <00:16:15.723>really 00:16:15.870 --> 00:16:15.880 align:start position:0% <00:16:15.870>There <00:16:15.871>are <00:16:15.873>other <00:16:15.874>programs, <00:16:15.876>but <00:16:15.877>I <00:16:15.879>really 00:16:15.880 --> 00:16:18.110 align:start position:0% <00:16:15.880>There <00:16:15.996>are <00:16:16.113>other <00:16:16.230>programs, <00:16:16.346>but <00:16:16.463>I <00:16:16.580>really <00:16:16.696>like <00:16:16.813>terminal <00:16:16.930>if <00:16:17.046>you <00:16:17.163>can <00:16:17.280>see. 00:16:18.110 --> 00:16:18.120 align:start position:0% <00:16:18.110>like <00:16:18.111>terminal <00:16:18.113>if <00:16:18.115>you <00:16:18.117>can <00:16:18.119>see. 00:16:18.120 --> 00:16:21.390 align:start position:0% <00:16:18.120>like <00:16:18.236>terminal <00:16:18.353>if <00:16:18.470>you <00:16:18.586>can <00:16:18.703>see. <00:16:18.820>So, <00:16:18.936>K9s <00:16:19.053>shows <00:16:19.170>us <00:16:19.286>this <00:16:19.403>long <00:16:19.520>connection 00:16:21.390 --> 00:16:21.400 align:start position:0% <00:16:21.390>So, <00:16:21.391>K9s <00:16:21.393>shows <00:16:21.394>us <00:16:21.396>this <00:16:21.397>long <00:16:21.399>connection 00:16:21.400 --> 00:16:23.510 align:start position:0% <00:16:21.400>So, <00:16:21.527>K9s <00:16:21.654>shows <00:16:21.781>us <00:16:21.909>this <00:16:22.036>long <00:16:22.163>connection <00:16:22.290>string <00:16:22.418>right <00:16:22.545>at <00:16:22.672>the <00:16:22.800>top. 00:16:23.510 --> 00:16:23.520 align:start position:0% <00:16:23.510>string <00:16:23.512>right <00:16:23.514>at <00:16:23.516>the <00:16:23.519>top. 00:16:23.520 --> 00:16:27.270 align:start position:0% <00:16:23.520>string <00:16:23.647>right <00:16:23.774>at <00:16:23.901>the <00:16:24.029>top. <00:16:24.156>We <00:16:24.283>are <00:16:24.410>connected <00:16:24.538>to <00:16:24.665>our <00:16:24.792>KAI <00:16:24.920>isolated, 00:16:27.270 --> 00:16:27.280 align:start position:0% <00:16:27.270>We <00:16:27.271>are <00:16:27.273>connected <00:16:27.274>to <00:16:27.276>our <00:16:27.277>KAI <00:16:27.279>isolated, 00:16:27.280 --> 00:16:29.510 align:start position:0% <00:16:27.280>We <00:16:27.407>are <00:16:27.534>connected <00:16:27.661>to <00:16:27.789>our <00:16:27.916>KAI <00:16:28.043>isolated, <00:16:28.170>which <00:16:28.298>is <00:16:28.425>our <00:16:28.552>virtual <00:16:28.680>cluster. 00:16:29.510 --> 00:16:29.520 align:start position:0% <00:16:29.510>which <00:16:29.512>is <00:16:29.514>our <00:16:29.516>virtual <00:16:29.519>cluster. 00:16:29.520 --> 00:16:30.950 align:start position:0% <00:16:29.520>which <00:16:29.648>is <00:16:29.777>our <00:16:29.906>virtual <00:16:30.034>cluster. <00:16:30.163>And <00:16:30.292>inside <00:16:30.420>of <00:16:30.549>this <00:16:30.678>virtual <00:16:30.807>cluster, 00:16:30.950 --> 00:16:30.960 align:start position:0% <00:16:30.950>And <00:16:30.951>inside <00:16:30.953>of <00:16:30.955>this <00:16:30.957>virtual <00:16:30.959>cluster, 00:16:30.960 --> 00:16:32.750 align:start position:0% <00:16:30.960>And <00:16:31.087>inside <00:16:31.214>of <00:16:31.341>this <00:16:31.469>virtual <00:16:31.596>cluster, <00:16:31.723>there's <00:16:31.850>nothing <00:16:31.978>there. <00:16:32.105>There <00:16:32.232>is <00:16:32.360>only 00:16:32.750 --> 00:16:32.760 align:start position:0% <00:16:32.750>there's <00:16:32.751>nothing <00:16:32.753>there. <00:16:32.755>There <00:16:32.757>is <00:16:32.759>only 00:16:32.760 --> 00:16:36.150 align:start position:0% <00:16:32.760>there's <00:16:32.887>nothing <00:16:33.014>there. <00:16:33.141>There <00:16:33.269>is <00:16:33.396>only <00:16:33.523>CoreDNS <00:16:33.650>running, <00:16:33.778>which <00:16:33.905>comes <00:16:34.032>with <00:16:34.160>with 00:16:36.150 --> 00:16:36.160 align:start position:0% <00:16:36.150>CoreDNS <00:16:36.151>running, <00:16:36.153>which <00:16:36.155>comes <00:16:36.157>with <00:16:36.159>with 00:16:36.160 --> 00:16:38.510 align:start position:0% <00:16:36.160>CoreDNS <00:16:36.300>running, <00:16:36.439>which <00:16:36.579>comes <00:16:36.719>with <00:16:36.860>with <00:16:37.000>vcluster <00:16:37.140>configurations. <00:16:37.280>So, <00:16:37.420>let's <00:16:37.560>get 00:16:38.510 --> 00:16:38.520 align:start position:0% <00:16:38.510>vcluster <00:16:38.512>configurations. <00:16:38.514>So, <00:16:38.516>let's <00:16:38.519>get 00:16:38.520 --> 00:16:40.150 align:start position:0% <00:16:38.520>vcluster <00:16:38.720>configurations. <00:16:38.920>So, <00:16:39.120>let's <00:16:39.319>get <00:16:39.520>out <00:16:39.720>of <00:16:39.920>this. 00:16:40.150 --> 00:16:40.160 align:start position:0% <00:16:40.150>out <00:16:40.154>of <00:16:40.159>this. 00:16:40.160 --> 00:16:41.910 align:start position:0% <00:16:40.160>out <00:16:40.439>of <00:16:40.719>this. <00:16:41.000>And <00:16:41.280>let's <00:16:41.560>install 00:16:41.910 --> 00:16:41.920 align:start position:0% <00:16:41.910>And <00:16:41.914>let's <00:16:41.919>install 00:16:41.920 --> 00:16:43.270 align:start position:0% <00:16:41.920>And <00:16:42.324>let's <00:16:42.730>install <00:16:43.135>KAI 00:16:43.270 --> 00:16:43.280 align:start position:0% KAI 00:16:43.280 --> 00:16:45.710 align:start position:0% <00:16:43.280>KAI <00:16:43.630>on <00:16:43.980>our <00:16:44.329>virtual <00:16:44.680>cluster. 00:16:45.710 --> 00:16:45.720 align:start position:0% <00:16:45.710>on <00:16:45.713>our <00:16:45.716>virtual <00:16:45.719>cluster. 00:16:45.720 --> 00:16:48.310 align:start position:0% <00:16:45.720>on <00:16:45.847>our <00:16:45.974>virtual <00:16:46.101>cluster. <00:16:46.229>So, <00:16:46.356>this <00:16:46.483>is <00:16:46.610>the <00:16:46.738>idea <00:16:46.865>of <00:16:46.992>a <00:16:47.120>sandboxing. 00:16:48.310 --> 00:16:48.320 align:start position:0% <00:16:48.310>So, <00:16:48.311>this <00:16:48.312>is <00:16:48.313>the <00:16:48.315>idea <00:16:48.316>of <00:16:48.317>a <00:16:48.319>sandboxing. 00:16:48.320 --> 00:16:51.110 align:start position:0% <00:16:48.320>So, <00:16:48.413>this <00:16:48.506>is <00:16:48.600>the <00:16:48.693>idea <00:16:48.786>of <00:16:48.880>a <00:16:48.973>sandboxing. <00:16:49.066>If <00:16:49.160>you <00:16:49.253>have <00:16:49.346>a <00:16:49.440>team <00:16:49.533>that <00:16:49.626>requires <00:16:49.720>a 00:16:51.110 --> 00:16:51.120 align:start position:0% <00:16:51.110>If <00:16:51.111>you <00:16:51.112>have <00:16:51.113>a <00:16:51.115>team <00:16:51.116>that <00:16:51.117>requires <00:16:51.119>a 00:16:51.120 --> 00:16:54.190 align:start position:0% <00:16:51.120>If <00:16:51.227>you <00:16:51.335>have <00:16:51.443>a <00:16:51.550>team <00:16:51.658>that <00:16:51.766>requires <00:16:51.873>a <00:16:51.981>specific <00:16:52.089>version <00:16:52.196>of <00:16:52.304>KAI <00:16:52.412>scheduler, <00:16:52.520>or 00:16:54.190 --> 00:16:54.200 align:start position:0% <00:16:54.190>specific <00:16:54.191>version <00:16:54.193>of <00:16:54.195>KAI <00:16:54.197>scheduler, <00:16:54.199>or 00:16:54.200 --> 00:16:57.030 align:start position:0% <00:16:54.200>specific <00:16:54.316>version <00:16:54.433>of <00:16:54.550>KAI <00:16:54.666>scheduler, <00:16:54.783>or <00:16:54.900>simply <00:16:55.016>you <00:16:55.133>have <00:16:55.250>regular <00:16:55.366>EKS <00:16:55.483>cluster <00:16:55.600>with 00:16:57.030 --> 00:16:57.040 align:start position:0% <00:16:57.030>simply <00:16:57.031>you <00:16:57.033>have <00:16:57.034>regular <00:16:57.036>EKS <00:16:57.037>cluster <00:16:57.039>with 00:16:57.040 --> 00:17:00.030 align:start position:0% <00:16:57.040>simply <00:16:57.140>you <00:16:57.240>have <00:16:57.339>regular <00:16:57.439>EKS <00:16:57.540>cluster <00:16:57.640>with <00:16:57.740>a <00:16:57.839>normal <00:16:57.939>scheduler, <00:16:58.040>but <00:16:58.140>then <00:16:58.240>a <00:16:58.339>team <00:16:58.439>asks 00:17:00.030 --> 00:17:00.040 align:start position:0% <00:17:00.030>a <00:17:00.031>normal <00:17:00.032>scheduler, <00:17:00.033>but <00:17:00.035>then <00:17:00.036>a <00:17:00.037>team <00:17:00.039>asks 00:17:00.040 --> 00:17:04.590 align:start position:0% <00:17:00.040>a <00:17:00.127>normal <00:17:00.214>scheduler, <00:17:00.302>but <00:17:00.390>then <00:17:00.477>a <00:17:00.564>team <00:17:00.652>asks <00:17:00.740>you <00:17:00.827>for <00:17:00.915>a <00:17:01.002>GPU <00:17:01.089>sandbox, <00:17:01.177>you <00:17:01.265>can <00:17:01.352>give <00:17:01.439>them 00:17:04.590 --> 00:17:04.600 align:start position:0% <00:17:04.589>you <00:17:04.591>for <00:17:04.592>a <00:17:04.593>GPU <00:17:04.594>sandbox, <00:17:04.595>you <00:17:04.596>can <00:17:04.597>give <00:17:04.598>them 00:17:04.600 --> 00:17:07.069 align:start position:0% <00:17:04.599>you <00:17:04.699>for <00:17:04.800>a <00:17:04.899>GPU <00:17:05.000>sandbox, <00:17:05.099>you <00:17:05.199>can <00:17:05.300>give <00:17:05.399>them <00:17:05.500>a <00:17:05.599>virtual <00:17:05.699>cluster <00:17:05.800>with <00:17:05.899>a <00:17:06.000>different 00:17:07.069 --> 00:17:07.079 align:start position:0% <00:17:07.069>a <00:17:07.070>virtual <00:17:07.072>cluster <00:17:07.074>with <00:17:07.076>a <00:17:07.078>different 00:17:07.079 --> 00:17:09.990 align:start position:0% <00:17:07.079>a <00:17:07.195>virtual <00:17:07.312>cluster <00:17:07.428>with <00:17:07.545>a <00:17:07.662>different <00:17:07.779>scheduler. <00:17:07.895>This <00:17:08.012>is <00:17:08.128>not <00:17:08.245>possible <00:17:08.362>on <00:17:08.479>a 00:17:09.990 --> 00:17:10.000 align:start position:0% <00:17:09.990>scheduler. <00:17:09.991>This <00:17:09.992>is <00:17:09.994>not <00:17:09.996>possible <00:17:09.997>on <00:17:09.999>a 00:17:10.000 --> 00:17:12.270 align:start position:0% <00:17:10.000>scheduler. <00:17:10.140>This <00:17:10.280>is <00:17:10.420>not <00:17:10.560>possible <00:17:10.700>on <00:17:10.839>a <00:17:10.980>regular <00:17:11.119>Kubernetes. <00:17:11.260>You're <00:17:11.400>bound 00:17:12.270 --> 00:17:12.280 align:start position:0% <00:17:12.270>regular <00:17:12.272>Kubernetes. <00:17:12.276>You're <00:17:12.279>bound 00:17:12.280 --> 00:17:14.750 align:start position:0% <00:17:12.280>regular <00:17:12.480>Kubernetes. <00:17:12.680>You're <00:17:12.879>bound <00:17:13.079>globally <00:17:13.280>to <00:17:13.480>one <00:17:13.680>scheduler. 00:17:14.750 --> 00:17:14.760 align:start position:0% <00:17:14.750>globally <00:17:14.752>to <00:17:14.756>one <00:17:14.759>scheduler. 00:17:14.760 --> 00:17:16.309 align:start position:0% <00:17:14.760>globally <00:17:14.914>to <00:17:15.069>one <00:17:15.224>scheduler. <00:17:15.379>In <00:17:15.534>this <00:17:15.689>case, <00:17:15.844>we <00:17:15.999>have <00:17:16.154>installed 00:17:16.309 --> 00:17:16.319 align:start position:0% <00:17:16.309>In <00:17:16.310>this <00:17:16.312>case, <00:17:16.314>we <00:17:16.316>have <00:17:16.318>installed 00:17:16.319 --> 00:17:18.069 align:start position:0% <00:17:16.319>In <00:17:16.552>this <00:17:16.785>case, <00:17:17.019>we <00:17:17.252>have <00:17:17.485>installed <00:17:17.719>successfully. 00:17:18.069 --> 00:17:18.079 align:start position:0% successfully. 00:17:18.079 --> 00:17:19.350 align:start position:0% <00:17:18.079>successfully. <00:17:18.650>And <00:17:19.222>now 00:17:19.350 --> 00:17:19.360 align:start position:0% <00:17:19.349>And <00:17:19.358>now 00:17:19.360 --> 00:17:21.949 align:start position:0% <00:17:19.359>And <00:17:19.560>now <00:17:19.760>let's <00:17:19.959>see <00:17:20.159>what <00:17:20.359>we <00:17:20.560>have <00:17:20.760>inside 00:17:21.949 --> 00:17:21.959 align:start position:0% <00:17:21.949>let's <00:17:21.950>see <00:17:21.952>what <00:17:21.954>we <00:17:21.956>have <00:17:21.958>inside 00:17:21.959 --> 00:17:24.030 align:start position:0% <00:17:21.959>let's <00:17:22.066>see <00:17:22.174>what <00:17:22.282>we <00:17:22.389>have <00:17:22.497>inside <00:17:22.605>of <00:17:22.712>the <00:17:22.820>same <00:17:22.928>virtual <00:17:23.035>cluster. <00:17:23.143>So <00:17:23.251>now <00:17:23.359>we 00:17:24.030 --> 00:17:24.040 align:start position:0% <00:17:24.030>of <00:17:24.031>the <00:17:24.032>same <00:17:24.033>virtual <00:17:24.035>cluster. <00:17:24.036>So <00:17:24.037>now <00:17:24.039>we 00:17:24.040 --> 00:17:26.230 align:start position:0% <00:17:24.040>of <00:17:24.167>the <00:17:24.294>same <00:17:24.421>virtual <00:17:24.549>cluster. <00:17:24.676>So <00:17:24.803>now <00:17:24.930>we <00:17:25.058>have <00:17:25.185>bunch <00:17:25.312>of <00:17:25.440>pods. 00:17:26.230 --> 00:17:26.240 align:start position:0% <00:17:26.230>have <00:17:26.233>bunch <00:17:26.236>of <00:17:26.239>pods. 00:17:26.240 --> 00:17:28.830 align:start position:0% <00:17:26.240>have <00:17:26.367>bunch <00:17:26.494>of <00:17:26.621>pods. <00:17:26.749>This <00:17:26.876>is <00:17:27.003>regular <00:17:27.130>pods <00:17:27.258>that <00:17:27.385>come <00:17:27.512>with <00:17:27.640>KAI 00:17:28.830 --> 00:17:28.840 align:start position:0% <00:17:28.830>This <00:17:28.831>is <00:17:28.832>regular <00:17:28.833>pods <00:17:28.835>that <00:17:28.836>come <00:17:28.837>with <00:17:28.839>KAI 00:17:28.840 --> 00:17:31.390 align:start position:0% <00:17:28.840>This <00:17:28.956>is <00:17:29.073>regular <00:17:29.189>pods <00:17:29.306>that <00:17:29.423>come <00:17:29.540>with <00:17:29.656>KAI <00:17:29.773>scheduler. <00:17:29.889>So <00:17:30.006>we <00:17:30.123>successfully <00:17:30.240>installed 00:17:31.390 --> 00:17:31.400 align:start position:0% <00:17:31.390>scheduler. <00:17:31.392>So <00:17:31.394>we <00:17:31.396>successfully <00:17:31.399>installed 00:17:31.400 --> 00:17:33.510 align:start position:0% <00:17:31.400>scheduler. <00:17:31.540>So <00:17:31.680>we <00:17:31.820>successfully <00:17:31.960>installed <00:17:32.100>them. <00:17:32.240>They <00:17:32.380>are <00:17:32.520>up <00:17:32.660>and <00:17:32.800>running. 00:17:33.510 --> 00:17:33.520 align:start position:0% <00:17:33.510>them. <00:17:33.511>They <00:17:33.513>are <00:17:33.515>up <00:17:33.517>and <00:17:33.519>running. 00:17:33.520 --> 00:17:36.510 align:start position:0% <00:17:33.520>them. <00:17:33.695>They <00:17:33.870>are <00:17:34.045>up <00:17:34.220>and <00:17:34.395>running. <00:17:34.570>All <00:17:34.745>right, <00:17:34.920>great. 00:17:36.520 --> 00:17:39.670 align:start position:0% <00:17:36.520>So <00:17:36.986>what <00:17:37.453>just <00:17:37.920>happened? 00:17:39.680 --> 00:17:42.630 align:start position:0% <00:17:39.680>We <00:17:39.960>took <00:17:40.240>a <00:17:40.520>pod <00:17:40.800>with <00:17:41.080>a 00:17:42.630 --> 00:17:42.640 align:start position:0% <00:17:42.630>We <00:17:42.631>took <00:17:42.633>a <00:17:42.635>pod <00:17:42.637>with <00:17:42.639>a 00:17:42.640 --> 00:17:44.790 align:start position:0% <00:17:42.640>We <00:17:42.840>took <00:17:43.040>a <00:17:43.240>pod <00:17:43.440>with <00:17:43.640>a <00:17:43.840>virtual <00:17:44.040>cluster. 00:17:44.790 --> 00:17:44.800 align:start position:0% <00:17:44.790>virtual <00:17:44.799>cluster. 00:17:44.800 --> 00:17:46.830 align:start position:0% <00:17:44.800>virtual <00:17:44.975>cluster. <00:17:45.149>We <00:17:45.325>deployed <00:17:45.500>it <00:17:45.675>for <00:17:45.850>a <00:17:46.024>specific <00:17:46.200>tenant, 00:17:46.830 --> 00:17:46.840 align:start position:0% <00:17:46.830>We <00:17:46.831>deployed <00:17:46.832>it <00:17:46.834>for <00:17:46.836>a <00:17:46.837>specific <00:17:46.839>tenant, 00:17:46.840 --> 00:17:49.590 align:start position:0% <00:17:46.840>We <00:17:46.947>deployed <00:17:47.055>it <00:17:47.163>for <00:17:47.270>a <00:17:47.378>specific <00:17:47.486>tenant, <00:17:47.593>let's <00:17:47.701>say <00:17:47.809>team <00:17:47.916>A <00:17:48.024>or <00:17:48.132>maybe <00:17:48.240>team 00:17:49.590 --> 00:17:49.600 align:start position:0% <00:17:49.590>let's <00:17:49.591>say <00:17:49.592>team <00:17:49.594>A <00:17:49.596>or <00:17:49.597>maybe <00:17:49.599>team 00:17:49.600 --> 00:17:51.150 align:start position:0% <00:17:49.600>let's <00:17:49.799>say <00:17:49.998>team <00:17:50.197>A <00:17:50.397>or <00:17:50.596>maybe <00:17:50.795>team <00:17:50.995>developers. 00:17:51.150 --> 00:17:51.160 align:start position:0% developers. 00:17:51.160 --> 00:17:53.750 align:start position:0% <00:17:51.160>developers. <00:17:51.360>We <00:17:51.560>installed <00:17:51.760>for <00:17:51.960>them <00:17:52.160>a <00:17:52.360>KAI <00:17:52.560>scheduler 00:17:53.750 --> 00:17:53.760 align:start position:0% <00:17:53.750>We <00:17:53.751>installed <00:17:53.753>for <00:17:53.754>them <00:17:53.756>a <00:17:53.757>KAI <00:17:53.759>scheduler 00:17:53.760 --> 00:17:56.230 align:start position:0% <00:17:53.760>We <00:17:53.887>installed <00:17:54.014>for <00:17:54.141>them <00:17:54.269>a <00:17:54.396>KAI <00:17:54.523>scheduler <00:17:54.650>and <00:17:54.778>this <00:17:54.905>scheduler <00:17:55.032>starts <00:17:55.160>deploying 00:17:56.230 --> 00:17:56.240 align:start position:0% <00:17:56.230>and <00:17:56.232>this <00:17:56.234>scheduler <00:17:56.236>starts <00:17:56.239>deploying 00:17:56.240 --> 00:17:58.990 align:start position:0% <00:17:56.240>and <00:17:56.367>this <00:17:56.494>scheduler <00:17:56.621>starts <00:17:56.749>deploying <00:17:56.876>workloads <00:17:57.003>on <00:17:57.130>nodes <00:17:57.258>that <00:17:57.385>we <00:17:57.512>as <00:17:57.640>platform 00:17:58.990 --> 00:17:59.000 align:start position:0% <00:17:58.990>workloads <00:17:58.991>on <00:17:58.993>nodes <00:17:58.994>that <00:17:58.996>we <00:17:58.997>as <00:17:58.999>platform 00:17:59.000 --> 00:18:03.070 align:start position:0% <00:17:59.000>workloads <00:17:59.127>on <00:17:59.254>nodes <00:17:59.381>that <00:17:59.509>we <00:17:59.636>as <00:17:59.763>platform <00:17:59.890>engineers <00:18:00.018>specified <00:18:00.145>as <00:18:00.272>target <00:18:00.400>nodes. 00:18:03.070 --> 00:18:03.080 align:start position:0% <00:18:03.070>engineers <00:18:03.072>specified <00:18:03.074>as <00:18:03.076>target <00:18:03.079>nodes. 00:18:03.080 --> 00:18:05.070 align:start position:0% <00:18:03.080>engineers <00:18:03.187>specified <00:18:03.295>as <00:18:03.403>target <00:18:03.510>nodes. <00:18:03.618>So <00:18:03.726>now <00:18:03.833>what <00:18:03.941>we're <00:18:04.049>going <00:18:04.156>to <00:18:04.264>do, <00:18:04.372>we <00:18:04.480>will 00:18:05.070 --> 00:18:05.080 align:start position:0% <00:18:05.070>So <00:18:05.071>now <00:18:05.072>what <00:18:05.073>we're <00:18:05.074>going <00:18:05.075>to <00:18:05.076>do, <00:18:05.077>we <00:18:05.079>will 00:18:05.080 --> 00:18:09.590 align:start position:0% <00:18:05.080>So <00:18:05.179>now <00:18:05.280>what <00:18:05.379>we're <00:18:05.480>going <00:18:05.580>to <00:18:05.679>do, <00:18:05.780>we <00:18:05.879>will <00:18:05.980>deploy <00:18:06.080>a <00:18:06.179>two <00:18:06.280>very <00:18:06.379>simple <00:18:06.480>pods. 00:18:09.590 --> 00:18:09.600 align:start position:0% <00:18:09.590>deploy <00:18:09.591>a <00:18:09.593>two <00:18:09.595>very <00:18:09.597>simple <00:18:09.599>pods. 00:18:09.600 --> 00:18:10.630 align:start position:0% <00:18:09.600>deploy <00:18:09.732>a <00:18:09.864>two <00:18:09.997>very <00:18:10.129>simple <00:18:10.262>pods. <00:18:10.394>Those <00:18:10.527>are 00:18:10.630 --> 00:18:10.640 align:start position:0% <00:18:10.630>Those <00:18:10.639>are 00:18:10.640 --> 00:18:13.230 align:start position:0% <00:18:10.640>Those <00:18:10.840>are <00:18:11.040>super <00:18:11.240>simple <00:18:11.440>pods <00:18:11.640>just <00:18:11.840>doing <00:18:12.040>like 00:18:13.230 --> 00:18:13.240 align:start position:0% <00:18:13.230>super <00:18:13.231>simple <00:18:13.233>pods <00:18:13.235>just <00:18:13.237>doing <00:18:13.239>like 00:18:13.240 --> 00:18:14.630 align:start position:0% <00:18:13.240>super <00:18:13.448>simple <00:18:13.657>pods <00:18:13.865>just <00:18:14.074>doing <00:18:14.282>like <00:18:14.491>nothing. 00:18:14.630 --> 00:18:14.640 align:start position:0% nothing. 00:18:14.640 --> 00:18:16.670 align:start position:0% <00:18:14.640>nothing. <00:18:14.840>Here <00:18:15.040>you <00:18:15.240>can <00:18:15.440>see <00:18:15.640>they <00:18:15.840>just <00:18:16.040>sleep. 00:18:16.670 --> 00:18:16.680 align:start position:0% <00:18:16.670>Here <00:18:16.671>you <00:18:16.673>can <00:18:16.674>see <00:18:16.676>they <00:18:16.677>just <00:18:16.679>sleep. 00:18:16.680 --> 00:18:18.630 align:start position:0% <00:18:16.680>Here <00:18:16.780>you <00:18:16.880>can <00:18:16.980>see <00:18:17.080>they <00:18:17.180>just <00:18:17.280>sleep. <00:18:17.380>And <00:18:17.480>you <00:18:17.580>will <00:18:17.680>notice <00:18:17.780>here <00:18:17.880>at <00:18:17.980>this <00:18:18.080>line, 00:18:18.630 --> 00:18:18.640 align:start position:0% <00:18:18.630>And <00:18:18.631>you <00:18:18.632>will <00:18:18.633>notice <00:18:18.635>here <00:18:18.636>at <00:18:18.637>this <00:18:18.639>line, 00:18:18.640 --> 00:18:20.390 align:start position:0% <00:18:18.640>And <00:18:18.780>you <00:18:18.920>will <00:18:19.060>notice <00:18:19.200>here <00:18:19.340>at <00:18:19.480>this <00:18:19.620>line, <00:18:19.760>which <00:18:19.900>is <00:18:20.040>highlighted, 00:18:20.390 --> 00:18:20.400 align:start position:0% <00:18:20.390>which <00:18:20.394>is <00:18:20.399>highlighted, 00:18:20.400 --> 00:18:23.270 align:start position:0% <00:18:20.400>which <00:18:20.540>is <00:18:20.680>highlighted, <00:18:20.820>we <00:18:20.960>have <00:18:21.100>a <00:18:21.240>fraction <00:18:21.380>setting. <00:18:21.520>This <00:18:21.660>is <00:18:21.800>a 00:18:23.270 --> 00:18:23.280 align:start position:0% <00:18:23.270>we <00:18:23.271>have <00:18:23.272>a <00:18:23.273>fraction <00:18:23.275>setting. <00:18:23.276>This <00:18:23.277>is <00:18:23.279>a 00:18:23.280 --> 00:18:27.990 align:start position:0% <00:18:23.280>we <00:18:23.373>have <00:18:23.466>a <00:18:23.560>fraction <00:18:23.653>setting. <00:18:23.746>This <00:18:23.840>is <00:18:23.933>a <00:18:24.026>KAI <00:18:24.120>setting <00:18:24.213>that <00:18:24.306>enables <00:18:24.399>us <00:18:24.493>to <00:18:24.586>set <00:18:24.680>how 00:18:27.990 --> 00:18:28.000 align:start position:0% <00:18:27.990>KAI <00:18:27.991>setting <00:18:27.992>that <00:18:27.993>enables <00:18:27.995>us <00:18:27.996>to <00:18:27.997>set <00:18:27.999>how 00:18:28.000 --> 00:18:31.910 align:start position:0% <00:18:28.000>KAI <00:18:28.087>setting <00:18:28.175>that <00:18:28.262>enables <00:18:28.350>us <00:18:28.437>to <00:18:28.525>set <00:18:28.612>how <00:18:28.700>much <00:18:28.787>of <00:18:28.875>our <00:18:28.962>GPU <00:18:29.050>is <00:18:29.137>a <00:18:29.225>workload <00:18:29.312>allowed <00:18:29.400>to 00:18:31.910 --> 00:18:31.920 align:start position:0% <00:18:31.910>much <00:18:31.911>of <00:18:31.912>our <00:18:31.913>GPU <00:18:31.914>is <00:18:31.915>a <00:18:31.916>workload <00:18:31.917>allowed <00:18:31.919>to 00:18:31.920 --> 00:18:33.670 align:start position:0% <00:18:31.920>much <00:18:32.075>of <00:18:32.231>our <00:18:32.386>GPU <00:18:32.542>is <00:18:32.697>a <00:18:32.853>workload <00:18:33.008>allowed <00:18:33.164>to <00:18:33.320>consume. 00:18:33.670 --> 00:18:33.680 align:start position:0% consume. 00:18:33.680 --> 00:18:36.430 align:start position:0% <00:18:33.680>consume. <00:18:33.835>But <00:18:33.991>now <00:18:34.146>we <00:18:34.302>have <00:18:34.457>a <00:18:34.613>problem. <00:18:34.768>How <00:18:34.924>do <00:18:35.080>we 00:18:36.430 --> 00:18:36.440 align:start position:0% <00:18:36.430>But <00:18:36.431>now <00:18:36.432>we <00:18:36.433>have <00:18:36.434>a <00:18:36.435>problem. <00:18:36.436>How <00:18:36.437>do <00:18:36.439>we 00:18:36.440 --> 00:18:38.030 align:start position:0% <00:18:36.440>But <00:18:36.580>now <00:18:36.720>we <00:18:36.860>have <00:18:37.000>a <00:18:37.140>problem. <00:18:37.280>How <00:18:37.420>do <00:18:37.560>we <00:18:37.700>exit <00:18:37.840>vim? 00:18:38.030 --> 00:18:38.040 align:start position:0% <00:18:38.030>exit <00:18:38.039>vim? 00:18:38.040 --> 00:18:40.950 align:start position:0% <00:18:38.040>exit <00:18:38.240>vim? <00:18:38.440>Who <00:18:38.639>knows <00:18:38.840>how <00:18:39.040>to <00:18:39.240>do <00:18:39.440>it? 00:18:40.950 --> 00:18:40.960 align:start position:0% <00:18:40.950>Who <00:18:40.951>knows <00:18:40.953>how <00:18:40.955>to <00:18:40.957>do <00:18:40.959>it? 00:18:40.960 --> 00:18:44.990 align:start position:0% <00:18:40.960>Who <00:18:41.115>knows <00:18:41.271>how <00:18:41.426>to <00:18:41.582>do <00:18:41.737>it? <00:18:41.893>How <00:18:42.048>do <00:18:42.204>we <00:18:42.360>exit? 00:18:45.000 --> 00:18:46.950 align:start position:0% <00:18:45.000>Perfect. <00:18:45.233>Thank <00:18:45.466>you. <00:18:45.700>Now <00:18:45.933>I <00:18:46.166>can <00:18:46.400>continue 00:18:46.950 --> 00:18:46.960 align:start position:0% <00:18:46.950>Perfect. <00:18:46.951>Thank <00:18:46.953>you. <00:18:46.954>Now <00:18:46.956>I <00:18:46.957>can <00:18:46.959>continue 00:18:46.960 --> 00:18:48.150 align:start position:0% <00:18:46.960>Perfect. <00:18:47.042>Thank <00:18:47.124>you. <00:18:47.207>Now <00:18:47.289>I <00:18:47.371>can <00:18:47.454>continue <00:18:47.536>with <00:18:47.619>the <00:18:47.701>talk. <00:18:47.783>Otherwise <00:18:47.866>we'll <00:18:47.948>be <00:18:48.031>stuck 00:18:48.150 --> 00:18:48.160 align:start position:0% <00:18:48.150>with <00:18:48.151>the <00:18:48.153>talk. <00:18:48.154>Otherwise <00:18:48.156>we'll <00:18:48.157>be <00:18:48.159>stuck 00:18:48.160 --> 00:18:49.070 align:start position:0% <00:18:48.160>with <00:18:48.277>the <00:18:48.394>talk. <00:18:48.511>Otherwise <00:18:48.628>we'll <00:18:48.745>be <00:18:48.862>stuck <00:18:48.979>here. 00:18:49.070 --> 00:18:49.080 align:start position:0% here. 00:18:49.080 --> 00:18:51.790 align:start position:0% <00:18:49.080>here. <00:18:49.235>All <00:18:49.391>right. <00:18:49.546>So <00:18:49.702>we <00:18:49.857>do <00:18:50.013>QA, <00:18:50.168>we <00:18:50.324>exit <00:18:50.480>above. 00:18:51.790 --> 00:18:51.800 align:start position:0% <00:18:51.790>All <00:18:51.791>right. <00:18:51.792>So <00:18:51.793>we <00:18:51.794>do <00:18:51.795>QA, <00:18:51.796>we <00:18:51.797>exit <00:18:51.799>above. 00:18:51.800 --> 00:18:55.110 align:start position:0% <00:18:51.800>All <00:18:51.916>right. <00:18:52.033>So <00:18:52.149>we <00:18:52.266>do <00:18:52.383>QA, <00:18:52.500>we <00:18:52.616>exit <00:18:52.733>above. <00:18:52.850>We <00:18:52.966>did <00:18:53.083>it. <00:18:53.200>Nice. 00:18:55.120 --> 00:18:57.470 align:start position:0% <00:18:55.120>So <00:18:55.275>what <00:18:55.431>we <00:18:55.586>are <00:18:55.742>going <00:18:55.897>to <00:18:56.053>do <00:18:56.208>now, <00:18:56.364>we <00:18:56.520>will 00:18:57.470 --> 00:18:57.480 align:start position:0% <00:18:57.470>So <00:18:57.471>what <00:18:57.472>we <00:18:57.473>are <00:18:57.474>going <00:18:57.475>to <00:18:57.476>do <00:18:57.477>now, <00:18:57.478>we <00:18:57.479>will 00:18:57.480 --> 00:18:59.350 align:start position:0% <00:18:57.480>So <00:18:57.573>what <00:18:57.666>we <00:18:57.760>are <00:18:57.853>going <00:18:57.946>to <00:18:58.040>do <00:18:58.133>now, <00:18:58.226>we <00:18:58.320>will <00:18:58.413>take <00:18:58.506>those <00:18:58.600>pods. <00:18:58.693>Remember <00:18:58.786>they're <00:18:58.880>just 00:18:59.350 --> 00:18:59.360 align:start position:0% <00:18:59.350>take <00:18:59.351>those <00:18:59.353>pods. <00:18:59.355>Remember <00:18:59.357>they're <00:18:59.359>just 00:18:59.360 --> 00:19:02.070 align:start position:0% <00:18:59.360>take <00:18:59.467>those <00:18:59.575>pods. <00:18:59.683>Remember <00:18:59.790>they're <00:18:59.898>just <00:19:00.006>test <00:19:00.113>pods <00:19:00.221>and <00:19:00.329>we're <00:19:00.436>going <00:19:00.544>to <00:19:00.652>deploy <00:19:00.760>them 00:19:02.070 --> 00:19:02.080 align:start position:0% <00:19:02.070>test <00:19:02.071>pods <00:19:02.072>and <00:19:02.073>we're <00:19:02.075>going <00:19:02.076>to <00:19:02.077>deploy <00:19:02.079>them 00:19:02.080 --> 00:19:06.150 align:start position:0% <00:19:02.080>test <00:19:02.187>pods <00:19:02.295>and <00:19:02.403>we're <00:19:02.510>going <00:19:02.618>to <00:19:02.726>deploy <00:19:02.833>them <00:19:02.941>to <00:19:03.049>our <00:19:03.156>isolated <00:19:03.264>cluster <00:19:03.372>proving <00:19:03.480>us 00:19:06.150 --> 00:19:06.160 align:start position:0% <00:19:06.150>to <00:19:06.151>our <00:19:06.153>isolated <00:19:06.155>cluster <00:19:06.157>proving <00:19:06.159>us 00:19:06.160 --> 00:19:08.710 align:start position:0% <00:19:06.160>to <00:19:06.267>our <00:19:06.375>isolated <00:19:06.483>cluster <00:19:06.590>proving <00:19:06.698>us <00:19:06.806>and <00:19:06.913>you <00:19:07.021>that <00:19:07.129>this <00:19:07.236>works <00:19:07.344>and <00:19:07.452>our <00:19:07.560>cluster 00:19:08.710 --> 00:19:08.720 align:start position:0% <00:19:08.710>and <00:19:08.711>you <00:19:08.712>that <00:19:08.713>this <00:19:08.715>works <00:19:08.716>and <00:19:08.717>our <00:19:08.719>cluster 00:19:08.720 --> 00:19:10.310 align:start position:0% <00:19:08.720>and <00:19:08.820>you <00:19:08.920>that <00:19:09.020>this <00:19:09.120>works <00:19:09.220>and <00:19:09.320>our <00:19:09.420>cluster <00:19:09.520>can <00:19:09.620>actually <00:19:09.720>can <00:19:09.820>have <00:19:09.920>them. <00:19:10.020>There <00:19:10.120>you 00:19:10.310 --> 00:19:10.320 align:start position:0% <00:19:10.310>can <00:19:10.311>actually <00:19:10.312>can <00:19:10.314>have <00:19:10.316>them. <00:19:10.317>There <00:19:10.319>you 00:19:10.320 --> 00:19:13.550 align:start position:0% <00:19:10.320>can <00:19:10.427>actually <00:19:10.535>can <00:19:10.643>have <00:19:10.750>them. <00:19:10.858>There <00:19:10.966>you <00:19:11.073>go. <00:19:11.181>If <00:19:11.289>you <00:19:11.396>trust <00:19:11.504>my <00:19:11.612>bash <00:19:11.720>output, 00:19:13.550 --> 00:19:13.560 align:start position:0% <00:19:13.550>go. <00:19:13.551>If <00:19:13.553>you <00:19:13.554>trust <00:19:13.556>my <00:19:13.557>bash <00:19:13.559>output, 00:19:13.560 --> 00:19:16.310 align:start position:0% <00:19:13.560>go. <00:19:13.653>If <00:19:13.746>you <00:19:13.840>trust <00:19:13.933>my <00:19:14.026>bash <00:19:14.120>output, <00:19:14.213>we <00:19:14.306>have <00:19:14.399>pods <00:19:14.493>running <00:19:14.586>and <00:19:14.679>we <00:19:14.773>have <00:19:14.866>GPU <00:19:14.960>1 00:19:16.310 --> 00:19:16.320 align:start position:0% <00:19:16.310>we <00:19:16.311>have <00:19:16.312>pods <00:19:16.313>running <00:19:16.314>and <00:19:16.315>we <00:19:16.316>have <00:19:16.317>GPU <00:19:16.319>1 00:19:16.320 --> 00:19:20.390 align:start position:0% <00:19:16.320>we <00:19:16.413>have <00:19:16.506>pods <00:19:16.600>running <00:19:16.693>and <00:19:16.786>we <00:19:16.879>have <00:19:16.973>GPU <00:19:17.066>1 <00:19:17.159>and <00:19:17.253>2 <00:19:17.346>respectively <00:19:17.439>consuming <00:19:17.533>10% <00:19:17.626>and <00:19:17.720>20% 00:19:20.390 --> 00:19:20.400 align:start position:0% <00:19:20.390>and <00:19:20.391>2 <00:19:20.393>respectively <00:19:20.394>consuming <00:19:20.396>10% <00:19:20.397>and <00:19:20.399>20% 00:19:20.400 --> 00:19:22.950 align:start position:0% <00:19:20.400>and <00:19:20.555>2 <00:19:20.711>respectively <00:19:20.866>consuming <00:19:21.022>10% <00:19:21.177>and <00:19:21.333>20% <00:19:21.488>of <00:19:21.644>my <00:19:21.800>GPU. 00:19:22.950 --> 00:19:22.960 align:start position:0% <00:19:22.950>of <00:19:22.954>my <00:19:22.959>GPU. 00:19:22.960 --> 00:19:24.830 align:start position:0% <00:19:22.960>of <00:19:23.310>my <00:19:23.660>GPU. <00:19:24.010>All <00:19:24.360>right. 00:19:24.830 --> 00:19:24.840 align:start position:0% <00:19:24.830>All <00:19:24.839>right. 00:19:24.840 --> 00:19:26.990 align:start position:0% <00:19:24.840>All <00:19:25.040>right. <00:19:25.240>I <00:19:25.439>mentioned <00:19:25.639>earlier <00:19:25.840>that <00:19:26.040>it's <00:19:26.240>very 00:19:26.990 --> 00:19:27.000 align:start position:0% <00:19:26.990>I <00:19:26.991>mentioned <00:19:26.993>earlier <00:19:26.995>that <00:19:26.997>it's <00:19:26.999>very 00:19:27.000 --> 00:19:29.990 align:start position:0% <00:19:27.000>I <00:19:27.116>mentioned <00:19:27.233>earlier <00:19:27.350>that <00:19:27.466>it's <00:19:27.583>very <00:19:27.700>important <00:19:27.816>to <00:19:27.933>be <00:19:28.050>able <00:19:28.166>to <00:19:28.283>swap <00:19:28.400>global 00:19:29.990 --> 00:19:30.000 align:start position:0% <00:19:29.990>important <00:19:29.991>to <00:19:29.993>be <00:19:29.994>able <00:19:29.996>to <00:19:29.997>swap <00:19:29.999>global 00:19:30.000 --> 00:19:32.390 align:start position:0% <00:19:30.000>important <00:19:30.116>to <00:19:30.233>be <00:19:30.350>able <00:19:30.466>to <00:19:30.583>swap <00:19:30.700>global <00:19:30.816>components. <00:19:30.933>If <00:19:31.050>you <00:19:31.166>have <00:19:31.283>ever <00:19:31.400>used 00:19:32.390 --> 00:19:32.400 align:start position:0% <00:19:32.390>components. <00:19:32.391>If <00:19:32.393>you <00:19:32.395>have <00:19:32.397>ever <00:19:32.399>used 00:19:32.400 --> 00:19:34.870 align:start position:0% <00:19:32.400>components. <00:19:32.516>If <00:19:32.633>you <00:19:32.750>have <00:19:32.866>ever <00:19:32.983>used <00:19:33.100>Kubernetes <00:19:33.216>as <00:19:33.333>a <00:19:33.450>user, <00:19:33.566>you <00:19:33.683>typically <00:19:33.800>got 00:19:34.870 --> 00:19:34.880 align:start position:0% <00:19:34.870>Kubernetes <00:19:34.871>as <00:19:34.873>a <00:19:34.874>user, <00:19:34.876>you <00:19:34.877>typically <00:19:34.879>got 00:19:34.880 --> 00:19:37.150 align:start position:0% <00:19:34.880>Kubernetes <00:19:34.996>as <00:19:35.113>a <00:19:35.230>user, <00:19:35.346>you <00:19:35.463>typically <00:19:35.580>got <00:19:35.696>your <00:19:35.813>own <00:19:35.930>namespace, <00:19:36.046>right? <00:19:36.163>Where <00:19:36.280>you 00:19:37.150 --> 00:19:37.160 align:start position:0% <00:19:37.150>your <00:19:37.151>own <00:19:37.153>namespace, <00:19:37.155>right? <00:19:37.157>Where <00:19:37.159>you 00:19:37.160 --> 00:19:39.710 align:start position:0% <00:19:37.160>your <00:19:37.267>own <00:19:37.375>namespace, <00:19:37.483>right? <00:19:37.590>Where <00:19:37.698>you <00:19:37.806>have <00:19:37.913>your <00:19:38.021>own <00:19:38.129>app <00:19:38.236>and <00:19:38.344>your <00:19:38.452>stuff. <00:19:38.560>But 00:19:39.710 --> 00:19:39.720 align:start position:0% <00:19:39.710>have <00:19:39.711>your <00:19:39.712>own <00:19:39.713>app <00:19:39.715>and <00:19:39.716>your <00:19:39.717>stuff. <00:19:39.719>But 00:19:39.720 --> 00:19:41.190 align:start position:0% <00:19:39.720>have <00:19:39.840>your <00:19:39.960>own <00:19:40.080>app <00:19:40.201>and <00:19:40.321>your <00:19:40.441>stuff. <00:19:40.561>But <00:19:40.682>once <00:19:40.802>you <00:19:40.922>want <00:19:41.043>to 00:19:41.190 --> 00:19:41.200 align:start position:0% <00:19:41.190>once <00:19:41.193>you <00:19:41.196>want <00:19:41.199>to 00:19:41.200 --> 00:19:43.190 align:start position:0% <00:19:41.200>once <00:19:41.340>you <00:19:41.480>want <00:19:41.620>to <00:19:41.760>do <00:19:41.900>something <00:19:42.040>like <00:19:42.180>I <00:19:42.320>want <00:19:42.460>different <00:19:42.600>Istio 00:19:43.190 --> 00:19:43.200 align:start position:0% <00:19:43.190>do <00:19:43.191>something <00:19:43.193>like <00:19:43.194>I <00:19:43.196>want <00:19:43.197>different <00:19:43.199>Istio 00:19:43.200 --> 00:19:45.710 align:start position:0% <00:19:43.200>do <00:19:43.316>something <00:19:43.433>like <00:19:43.550>I <00:19:43.666>want <00:19:43.783>different <00:19:43.900>Istio <00:19:44.016>version, <00:19:44.133>I <00:19:44.250>want <00:19:44.366>something <00:19:44.483>that <00:19:44.600>will 00:19:45.710 --> 00:19:45.720 align:start position:0% <00:19:45.710>version, <00:19:45.711>I <00:19:45.713>want <00:19:45.715>something <00:19:45.717>that <00:19:45.719>will 00:19:45.720 --> 00:19:47.790 align:start position:0% <00:19:45.720>version, <00:19:45.847>I <00:19:45.974>want <00:19:46.101>something <00:19:46.229>that <00:19:46.356>will <00:19:46.483>affect <00:19:46.610>everybody <00:19:46.738>else, <00:19:46.865>then <00:19:46.992>you <00:19:47.120>would 00:19:47.790 --> 00:19:47.800 align:start position:0% <00:19:47.790>affect <00:19:47.791>everybody <00:19:47.793>else, <00:19:47.795>then <00:19:47.797>you <00:19:47.799>would 00:19:47.800 --> 00:19:49.510 align:start position:0% <00:19:47.800>affect <00:19:47.916>everybody <00:19:48.033>else, <00:19:48.149>then <00:19:48.266>you <00:19:48.383>would <00:19:48.500>probably <00:19:48.616>hear <00:19:48.733>from <00:19:48.850>your <00:19:48.966>admins <00:19:49.083>that <00:19:49.200>it's 00:19:49.510 --> 00:19:49.520 align:start position:0% <00:19:49.510>probably <00:19:49.511>hear <00:19:49.513>from <00:19:49.514>your <00:19:49.516>admins <00:19:49.517>that <00:19:49.519>it's 00:19:49.520 --> 00:19:50.870 align:start position:0% <00:19:49.520>probably <00:19:49.641>hear <00:19:49.763>from <00:19:49.884>your <00:19:50.005>admins <00:19:50.127>that <00:19:50.249>it's <00:19:50.370>not <00:19:50.492>going <00:19:50.613>to <00:19:50.735>happen. 00:19:50.870 --> 00:19:50.880 align:start position:0% <00:19:50.870>not <00:19:50.873>going <00:19:50.876>to <00:19:50.879>happen. 00:19:50.880 --> 00:19:52.470 align:start position:0% <00:19:50.880>not <00:19:51.055>going <00:19:51.230>to <00:19:51.405>happen. <00:19:51.580>Whereas <00:19:51.755>with <00:19:51.930>vcluster, <00:19:52.105>this <00:19:52.280>is 00:19:52.470 --> 00:19:52.480 align:start position:0% <00:19:52.470>Whereas <00:19:52.472>with <00:19:52.474>vcluster, <00:19:52.476>this <00:19:52.479>is 00:19:52.480 --> 00:19:54.950 align:start position:0% <00:19:52.480>Whereas <00:19:52.713>with <00:19:52.946>vcluster, <00:19:53.180>this <00:19:53.413>is <00:19:53.646>absolutely <00:19:53.880>possible. 00:19:54.950 --> 00:19:54.960 align:start position:0% <00:19:54.950>absolutely <00:19:54.959>possible. 00:19:54.960 --> 00:19:57.630 align:start position:0% <00:19:54.960>absolutely <00:19:55.115>possible. <00:19:55.271>Even <00:19:55.426>so, <00:19:55.582>as <00:19:55.737>a <00:19:55.893>user, <00:19:56.048>you're <00:19:56.204>encouraged <00:19:56.360>to 00:19:57.630 --> 00:19:57.640 align:start position:0% <00:19:57.630>Even <00:19:57.631>so, <00:19:57.632>as <00:19:57.633>a <00:19:57.635>user, <00:19:57.636>you're <00:19:57.637>encouraged <00:19:57.639>to 00:19:57.640 --> 00:19:59.430 align:start position:0% <00:19:57.640>Even <00:19:57.740>so, <00:19:57.840>as <00:19:57.940>a <00:19:58.040>user, <00:19:58.140>you're <00:19:58.240>encouraged <00:19:58.340>to <00:19:58.440>have <00:19:58.540>an <00:19:58.640>admin <00:19:58.740>rights <00:19:58.840>of <00:19:58.940>your <00:19:59.040>cluster. 00:19:59.430 --> 00:19:59.440 align:start position:0% <00:19:59.430>have <00:19:59.431>an <00:19:59.433>admin <00:19:59.434>rights <00:19:59.436>of <00:19:59.437>your <00:19:59.439>cluster. 00:19:59.440 --> 00:20:01.230 align:start position:0% <00:19:59.440>have <00:19:59.547>an <00:19:59.655>admin <00:19:59.763>rights <00:19:59.870>of <00:19:59.978>your <00:20:00.086>cluster. <00:20:00.193>You <00:20:00.301>can <00:20:00.409>give <00:20:00.516>your <00:20:00.624>developers <00:20:00.732>full <00:20:00.840>admin 00:20:01.230 --> 00:20:01.240 align:start position:0% <00:20:01.230>You <00:20:01.231>can <00:20:01.233>give <00:20:01.234>your <00:20:01.236>developers <00:20:01.237>full <00:20:01.239>admin 00:20:01.240 --> 00:20:04.710 align:start position:0% <00:20:01.240>You <00:20:01.367>can <00:20:01.494>give <00:20:01.621>your <00:20:01.749>developers <00:20:01.876>full <00:20:02.003>admin <00:20:02.130>rights <00:20:02.258>because <00:20:02.385>remember, <00:20:02.512>tenant <00:20:02.640>clusters 00:20:04.710 --> 00:20:04.720 align:start position:0% <00:20:04.710>rights <00:20:04.712>because <00:20:04.714>remember, <00:20:04.716>tenant <00:20:04.719>clusters 00:20:04.720 --> 00:20:06.830 align:start position:0% <00:20:04.720>rights <00:20:04.847>because <00:20:04.974>remember, <00:20:05.101>tenant <00:20:05.229>clusters <00:20:05.356>with <00:20:05.483>vcluster <00:20:05.610>are <00:20:05.738>ephemeral <00:20:05.865>or <00:20:05.992>can <00:20:06.120>be 00:20:06.830 --> 00:20:06.840 align:start position:0% <00:20:06.830>with <00:20:06.831>vcluster <00:20:06.832>are <00:20:06.834>ephemeral <00:20:06.836>or <00:20:06.837>can <00:20:06.839>be 00:20:06.840 --> 00:20:09.350 align:start position:0% <00:20:06.840>with <00:20:06.995>vcluster <00:20:07.151>are <00:20:07.306>ephemeral <00:20:07.462>or <00:20:07.617>can <00:20:07.773>be <00:20:07.928>treated <00:20:08.084>as <00:20:08.240>such. 00:20:09.350 --> 00:20:09.360 align:start position:0% <00:20:09.350>treated <00:20:09.354>as <00:20:09.359>such. 00:20:09.360 --> 00:20:10.550 align:start position:0% <00:20:09.360>treated <00:20:09.627>as <00:20:09.895>such. <00:20:10.163>All <00:20:10.431>right. 00:20:10.550 --> 00:20:10.560 align:start position:0% <00:20:10.550>All <00:20:10.559>right. 00:20:10.560 --> 00:20:12.470 align:start position:0% <00:20:10.560>All <00:20:10.793>right. <00:20:11.026>So, <00:20:11.260>the <00:20:11.493>multi-tenant <00:20:11.726>requirements <00:20:11.960>that 00:20:12.470 --> 00:20:12.480 align:start position:0% <00:20:12.470>So, <00:20:12.472>the <00:20:12.474>multi-tenant <00:20:12.476>requirements <00:20:12.479>that 00:20:12.480 --> 00:20:15.830 align:start position:0% <00:20:12.480>So, <00:20:12.587>the <00:20:12.695>multi-tenant <00:20:12.803>requirements <00:20:12.910>that <00:20:13.018>we <00:20:13.126>invented <00:20:13.233>here <00:20:13.341>is <00:20:13.449>that <00:20:13.556>we <00:20:13.664>have <00:20:13.772>an <00:20:13.880>ML 00:20:15.830 --> 00:20:15.840 align:start position:0% <00:20:15.830>we <00:20:15.831>invented <00:20:15.832>here <00:20:15.833>is <00:20:15.834>that <00:20:15.835>we <00:20:15.836>have <00:20:15.837>an <00:20:15.839>ML 00:20:15.840 --> 00:20:18.390 align:start position:0% <00:20:15.840>we <00:20:15.927>invented <00:20:16.014>here <00:20:16.102>is <00:20:16.189>that <00:20:16.277>we <00:20:16.365>have <00:20:16.452>an <00:20:16.540>ML <00:20:16.627>team <00:20:16.715>that <00:20:16.802>wants <00:20:16.889>to <00:20:16.977>move <00:20:17.064>with <00:20:17.152>a <00:20:17.240>new 00:20:18.390 --> 00:20:18.400 align:start position:0% <00:20:18.390>team <00:20:18.391>that <00:20:18.392>wants <00:20:18.393>to <00:20:18.395>move <00:20:18.396>with <00:20:18.397>a <00:20:18.399>new 00:20:18.400 --> 00:20:20.670 align:start position:0% <00:20:18.400>team <00:20:18.527>that <00:20:18.654>wants <00:20:18.781>to <00:20:18.909>move <00:20:19.036>with <00:20:19.163>a <00:20:19.290>new <00:20:19.418>version <00:20:19.545>of <00:20:19.672>KI <00:20:19.800>scheduler. 00:20:20.670 --> 00:20:20.680 align:start position:0% <00:20:20.670>version <00:20:20.673>of <00:20:20.676>KI <00:20:20.679>scheduler. 00:20:20.680 --> 00:20:22.870 align:start position:0% <00:20:20.680>version <00:20:20.960>of <00:20:21.240>KI <00:20:21.520>scheduler. <00:20:21.800>So, <00:20:22.080>0.8. 00:20:22.870 --> 00:20:22.880 align:start position:0% <00:20:22.870>So, <00:20:22.879>0.8. 00:20:22.880 --> 00:20:25.310 align:start position:0% <00:20:22.880>So, <00:20:23.035>0.8. <00:20:23.191>And <00:20:23.346>we <00:20:23.502>have <00:20:23.657>a <00:20:23.813>research <00:20:23.968>team <00:20:24.124>that <00:20:24.280>is 00:20:25.310 --> 00:20:25.320 align:start position:0% <00:20:25.310>And <00:20:25.311>we <00:20:25.312>have <00:20:25.313>a <00:20:25.315>research <00:20:25.316>team <00:20:25.317>that <00:20:25.319>is 00:20:25.320 --> 00:20:27.830 align:start position:0% <00:20:25.320>And <00:20:25.407>we <00:20:25.495>have <00:20:25.582>a <00:20:25.669>research <00:20:25.757>team <00:20:25.845>that <00:20:25.932>is <00:20:26.020>happy <00:20:26.107>with <00:20:26.195>the <00:20:26.282>old <00:20:26.370>one. <00:20:26.457>So, <00:20:26.544>let's <00:20:26.632>see <00:20:26.720>if 00:20:27.830 --> 00:20:27.840 align:start position:0% <00:20:27.830>happy <00:20:27.831>with <00:20:27.832>the <00:20:27.833>old <00:20:27.834>one. <00:20:27.835>So, <00:20:27.836>let's <00:20:27.837>see <00:20:27.839>if 00:20:27.840 --> 00:20:30.030 align:start position:0% <00:20:27.840>happy <00:20:27.956>with <00:20:28.073>the <00:20:28.189>old <00:20:28.306>one. <00:20:28.423>So, <00:20:28.540>let's <00:20:28.656>see <00:20:28.773>if <00:20:28.889>it <00:20:29.006>works <00:20:29.123>in <00:20:29.240>practice. 00:20:30.030 --> 00:20:30.040 align:start position:0% <00:20:30.030>it <00:20:30.033>works <00:20:30.036>in <00:20:30.039>practice. 00:20:30.040 --> 00:20:33.510 align:start position:0% <00:20:30.040>it <00:20:30.180>works <00:20:30.320>in <00:20:30.460>practice. <00:20:30.600>Demo <00:20:30.740>gods <00:20:30.879>be <00:20:31.020>with <00:20:31.159>me. <00:20:31.300>All <00:20:31.440>right. 00:20:33.510 --> 00:20:33.520 align:start position:0% <00:20:33.510>Demo <00:20:33.511>gods <00:20:33.513>be <00:20:33.514>with <00:20:33.516>me. <00:20:33.517>All <00:20:33.519>right. 00:20:33.520 --> 00:20:36.710 align:start position:0% <00:20:33.520>Demo <00:20:33.675>gods <00:20:33.831>be <00:20:33.986>with <00:20:34.142>me. <00:20:34.297>All <00:20:34.453>right. <00:20:34.608>So, <00:20:34.764>let's <00:20:34.920>execute. 00:20:36.720 --> 00:20:38.390 align:start position:0% <00:20:36.720>So, <00:20:36.920>what <00:20:37.120>we <00:20:37.320>are <00:20:37.520>doing <00:20:37.720>now, <00:20:37.920>we <00:20:38.120>are 00:20:38.390 --> 00:20:38.400 align:start position:0% <00:20:38.390>So, <00:20:38.391>what <00:20:38.392>we <00:20:38.393>are <00:20:38.395>doing <00:20:38.396>now, <00:20:38.397>we <00:20:38.399>are 00:20:38.400 --> 00:20:41.350 align:start position:0% <00:20:38.400>So, <00:20:38.527>what <00:20:38.654>we <00:20:38.781>are <00:20:38.909>doing <00:20:39.036>now, <00:20:39.163>we <00:20:39.290>are <00:20:39.418>provisioning <00:20:39.545>two <00:20:39.672>additional <00:20:39.800>virtual 00:20:41.350 --> 00:20:41.360 align:start position:0% <00:20:41.350>provisioning <00:20:41.352>two <00:20:41.356>additional <00:20:41.359>virtual 00:20:41.360 --> 00:20:44.230 align:start position:0% <00:20:41.360>provisioning <00:20:41.487>two <00:20:41.614>additional <00:20:41.741>virtual <00:20:41.869>clusters. <00:20:41.996>One <00:20:42.123>for <00:20:42.250>team <00:20:42.378>beta <00:20:42.505>and <00:20:42.632>one <00:20:42.760>for 00:20:44.230 --> 00:20:44.240 align:start position:0% <00:20:44.230>clusters. <00:20:44.231>One <00:20:44.232>for <00:20:44.233>team <00:20:44.235>beta <00:20:44.236>and <00:20:44.237>one <00:20:44.239>for 00:20:44.240 --> 00:20:46.070 align:start position:0% <00:20:44.240>clusters. <00:20:44.395>One <00:20:44.551>for <00:20:44.706>team <00:20:44.862>beta <00:20:45.017>and <00:20:45.173>one <00:20:45.328>for <00:20:45.484>team <00:20:45.640>stable. 00:20:46.070 --> 00:20:46.080 align:start position:0% <00:20:46.070>team <00:20:46.079>stable. 00:20:46.080 --> 00:20:48.150 align:start position:0% <00:20:46.080>team <00:20:46.235>stable. <00:20:46.391>So, <00:20:46.546>if <00:20:46.702>you're <00:20:46.857>counting <00:20:47.013>with <00:20:47.168>me, <00:20:47.324>now <00:20:47.480>we 00:20:48.150 --> 00:20:48.160 align:start position:0% <00:20:48.150>So, <00:20:48.151>if <00:20:48.152>you're <00:20:48.153>counting <00:20:48.155>with <00:20:48.156>me, <00:20:48.157>now <00:20:48.159>we 00:20:48.160 --> 00:20:50.790 align:start position:0% <00:20:48.160>So, <00:20:48.267>if <00:20:48.375>you're <00:20:48.483>counting <00:20:48.590>with <00:20:48.698>me, <00:20:48.806>now <00:20:48.913>we <00:20:49.021>have <00:20:49.129>three <00:20:49.236>virtual <00:20:49.344>clusters. <00:20:49.452>The <00:20:49.560>KI 00:20:50.790 --> 00:20:50.800 align:start position:0% <00:20:50.790>have <00:20:50.791>three <00:20:50.793>virtual <00:20:50.795>clusters. <00:20:50.797>The <00:20:50.799>KI 00:20:50.800 --> 00:20:52.630 align:start position:0% <00:20:50.800>have <00:20:50.927>three <00:20:51.054>virtual <00:20:51.181>clusters. <00:20:51.309>The <00:20:51.436>KI <00:20:51.563>isolated <00:20:51.690>at <00:20:51.818>the <00:20:51.945>beginning <00:20:52.072>we <00:20:52.200>deployed 00:20:52.630 --> 00:20:52.640 align:start position:0% <00:20:52.630>isolated <00:20:52.631>at <00:20:52.633>the <00:20:52.635>beginning <00:20:52.637>we <00:20:52.639>deployed 00:20:52.640 --> 00:20:55.310 align:start position:0% <00:20:52.640>isolated <00:20:52.740>at <00:20:52.840>the <00:20:52.940>beginning <00:20:53.040>we <00:20:53.140>deployed <00:20:53.240>for <00:20:53.340>the <00:20:53.440>first <00:20:53.540>demo <00:20:53.640>and <00:20:53.740>now <00:20:53.840>we <00:20:53.940>have <00:20:54.040>two 00:20:55.310 --> 00:20:55.320 align:start position:0% <00:20:55.310>for <00:20:55.311>the <00:20:55.312>first <00:20:55.313>demo <00:20:55.314>and <00:20:55.315>now <00:20:55.316>we <00:20:55.317>have <00:20:55.319>two 00:20:55.320 --> 00:20:56.910 align:start position:0% <00:20:55.320>for <00:20:55.460>the <00:20:55.600>first <00:20:55.740>demo <00:20:55.879>and <00:20:56.020>now <00:20:56.159>we <00:20:56.300>have <00:20:56.439>two <00:20:56.580>more <00:20:56.720>clusters 00:20:56.910 --> 00:20:56.920 align:start position:0% <00:20:56.910>more <00:20:56.919>clusters 00:20:56.920 --> 00:20:59.350 align:start position:0% <00:20:56.920>more <00:20:57.060>clusters <00:20:57.200>that <00:20:57.340>we <00:20:57.480>can <00:20:57.620>give <00:20:57.760>to <00:20:57.900>two <00:20:58.040>teams. <00:20:58.180>So, <00:20:58.320>I 00:20:59.350 --> 00:20:59.360 align:start position:0% <00:20:59.350>that <00:20:59.351>we <00:20:59.352>can <00:20:59.353>give <00:20:59.354>to <00:20:59.355>two <00:20:59.356>teams. <00:20:59.357>So, <00:20:59.359>I 00:20:59.360 --> 00:21:03.230 align:start position:0% <00:20:59.360>that <00:20:59.442>we <00:20:59.524>can <00:20:59.607>give <00:20:59.689>to <00:20:59.771>two <00:20:59.854>teams. <00:20:59.936>So, <00:21:00.018>I <00:21:00.101>hope <00:21:00.183>you <00:21:00.265>can <00:21:00.348>see <00:21:00.430>how <00:21:00.512>easy <00:21:00.595>it <00:21:00.677>is <00:21:00.760>to 00:21:03.230 --> 00:21:03.240 align:start position:0% <00:21:03.230>hope <00:21:03.231>you <00:21:03.232>can <00:21:03.233>see <00:21:03.234>how <00:21:03.235>easy <00:21:03.236>it <00:21:03.237>is <00:21:03.239>to 00:21:03.240 --> 00:21:06.270 align:start position:0% <00:21:03.240>hope <00:21:03.327>you <00:21:03.415>can <00:21:03.502>see <00:21:03.590>how <00:21:03.677>easy <00:21:03.765>it <00:21:03.852>is <00:21:03.940>to <00:21:04.027>to <00:21:04.115>say, <00:21:04.202>we <00:21:04.290>would <00:21:04.377>like <00:21:04.465>to <00:21:04.552>provision <00:21:04.640>this 00:21:06.270 --> 00:21:06.280 align:start position:0% <00:21:06.270>to <00:21:06.271>say, <00:21:06.272>we <00:21:06.273>would <00:21:06.275>like <00:21:06.276>to <00:21:06.277>provision <00:21:06.279>this 00:21:06.280 --> 00:21:07.350 align:start position:0% <00:21:06.280>to <00:21:06.400>say, <00:21:06.520>we <00:21:06.641>would <00:21:06.761>like <00:21:06.881>to <00:21:07.002>provision <00:21:07.122>this <00:21:07.243>and 00:21:07.350 --> 00:21:07.360 align:start position:0% and 00:21:07.360 --> 00:21:11.110 align:start position:0% <00:21:07.360>and <00:21:07.639>give <00:21:07.919>it <00:21:08.199>to <00:21:08.479>various <00:21:08.760>teams. 00:21:11.120 --> 00:21:12.510 align:start position:0% Right. 00:21:12.510 --> 00:21:12.520 align:start position:0% Right. 00:21:12.520 --> 00:21:14.470 align:start position:0% <00:21:12.520>Right. <00:21:12.870>This <00:21:13.220>is <00:21:13.570>still <00:21:13.920>running. 00:21:14.470 --> 00:21:14.480 align:start position:0% <00:21:14.470>This <00:21:14.473>is <00:21:14.476>still <00:21:14.479>running. 00:21:14.480 --> 00:21:15.950 align:start position:0% <00:21:14.480>This <00:21:14.744>is <00:21:15.009>still <00:21:15.273>running. <00:21:15.538>I <00:21:15.803>believe 00:21:15.950 --> 00:21:15.960 align:start position:0% <00:21:15.950>I <00:21:15.959>believe 00:21:15.960 --> 00:21:17.710 align:start position:0% <00:21:15.960>I <00:21:16.310>believe <00:21:16.660>it <00:21:17.010>will <00:21:17.360>finish. 00:21:17.710 --> 00:21:17.720 align:start position:0% <00:21:17.710>it <00:21:17.714>will <00:21:17.719>finish. 00:21:17.720 --> 00:21:19.350 align:start position:0% <00:21:17.720>it <00:21:17.920>will <00:21:18.120>finish. <00:21:18.320>Provisioning <00:21:18.520>virtual <00:21:18.720>clusters, <00:21:18.920>by <00:21:19.120>the 00:21:19.350 --> 00:21:19.360 align:start position:0% <00:21:19.350>Provisioning <00:21:19.352>virtual <00:21:19.354>clusters, <00:21:19.356>by <00:21:19.359>the 00:21:19.360 --> 00:21:21.390 align:start position:0% <00:21:19.360>Provisioning <00:21:19.515>virtual <00:21:19.671>clusters, <00:21:19.826>by <00:21:19.982>the <00:21:20.137>way, <00:21:20.293>is <00:21:20.448>relatively <00:21:20.604>straightforward. <00:21:20.760>It's 00:21:21.390 --> 00:21:21.400 align:start position:0% <00:21:21.390>way, <00:21:21.392>is <00:21:21.394>relatively <00:21:21.396>straightforward. <00:21:21.399>It's 00:21:21.400 --> 00:21:23.390 align:start position:0% <00:21:21.400>way, <00:21:21.575>is <00:21:21.750>relatively <00:21:21.925>straightforward. <00:21:22.100>It's <00:21:22.275>a <00:21:22.450>few <00:21:22.625>hundred <00:21:22.800>megabytes. 00:21:23.390 --> 00:21:23.400 align:start position:0% <00:21:23.390>a <00:21:23.393>few <00:21:23.396>hundred <00:21:23.399>megabytes. 00:21:23.400 --> 00:21:25.270 align:start position:0% <00:21:23.400>a <00:21:23.527>few <00:21:23.654>hundred <00:21:23.781>megabytes. <00:21:23.909>And <00:21:24.036>then <00:21:24.163>you <00:21:24.290>can <00:21:24.418>provision <00:21:24.545>how <00:21:24.672>many <00:21:24.800>pods 00:21:25.270 --> 00:21:25.280 align:start position:0% <00:21:25.270>And <00:21:25.271>then <00:21:25.272>you <00:21:25.273>can <00:21:25.275>provision <00:21:25.276>how <00:21:25.277>many <00:21:25.279>pods 00:21:25.280 --> 00:21:26.390 align:start position:0% <00:21:25.280>And <00:21:25.391>then <00:21:25.502>you <00:21:25.613>can <00:21:25.724>provision <00:21:25.835>how <00:21:25.946>many <00:21:26.057>pods <00:21:26.168>you <00:21:26.279>want. 00:21:26.390 --> 00:21:26.400 align:start position:0% <00:21:26.390>you <00:21:26.399>want. 00:21:26.400 --> 00:21:29.070 align:start position:0% <00:21:26.400>you <00:21:26.540>want. <00:21:26.680>We <00:21:26.820>have <00:21:26.960>in <00:21:27.100>our <00:21:27.240>setup, <00:21:27.380>you <00:21:27.520>know, <00:21:27.660>about <00:21:27.800>50 00:21:29.070 --> 00:21:29.080 align:start position:0% <00:21:29.070>We <00:21:29.071>have <00:21:29.072>in <00:21:29.073>our <00:21:29.074>setup, <00:21:29.075>you <00:21:29.076>know, <00:21:29.077>about <00:21:29.079>50 00:21:29.080 --> 00:21:31.030 align:start position:0% <00:21:29.080>We <00:21:29.220>have <00:21:29.360>in <00:21:29.500>our <00:21:29.639>setup, <00:21:29.780>you <00:21:29.919>know, <00:21:30.060>about <00:21:30.199>50 <00:21:30.340>different <00:21:30.480>pods 00:21:31.030 --> 00:21:31.040 align:start position:0% <00:21:31.030>different <00:21:31.039>pods 00:21:31.040 --> 00:21:32.870 align:start position:0% <00:21:31.040>different <00:21:31.215>pods <00:21:31.389>and <00:21:31.565>all <00:21:31.740>kinds <00:21:31.915>of <00:21:32.090>virtual <00:21:32.264>clusters <00:21:32.440>for 00:21:32.870 --> 00:21:32.880 align:start position:0% <00:21:32.870>and <00:21:32.871>all <00:21:32.873>kinds <00:21:32.874>of <00:21:32.876>virtual <00:21:32.877>clusters <00:21:32.879>for 00:21:32.880 --> 00:21:34.510 align:start position:0% <00:21:32.880>and <00:21:33.055>all <00:21:33.230>kinds <00:21:33.405>of <00:21:33.580>virtual <00:21:33.755>clusters <00:21:33.930>for <00:21:34.105>various <00:21:34.280>purposes 00:21:34.510 --> 00:21:34.520 align:start position:0% <00:21:34.510>various <00:21:34.519>purposes 00:21:34.520 --> 00:21:36.710 align:start position:0% <00:21:34.520>various <00:21:34.720>purposes <00:21:34.920>that <00:21:35.120>our <00:21:35.320>teams <00:21:35.520>use <00:21:35.720>internally, <00:21:35.920>plus 00:21:36.710 --> 00:21:36.720 align:start position:0% <00:21:36.710>that <00:21:36.711>our <00:21:36.713>teams <00:21:36.715>use <00:21:36.717>internally, <00:21:36.719>plus 00:21:36.720 --> 00:21:38.510 align:start position:0% <00:21:36.720>that <00:21:36.895>our <00:21:37.070>teams <00:21:37.245>use <00:21:37.420>internally, <00:21:37.595>plus <00:21:37.770>obviously <00:21:37.945>our <00:21:38.120>customers 00:21:38.510 --> 00:21:38.520 align:start position:0% <00:21:38.510>obviously <00:21:38.514>our <00:21:38.519>customers 00:21:38.520 --> 00:21:40.070 align:start position:0% <00:21:38.520>obviously <00:21:38.799>our <00:21:39.078>customers <00:21:39.357>have <00:21:39.636>something <00:21:39.915>like 00:21:40.070 --> 00:21:40.080 align:start position:0% <00:21:40.070>have <00:21:40.074>something <00:21:40.079>like 00:21:40.080 --> 00:21:42.910 align:start position:0% <00:21:40.080>have <00:21:40.360>something <00:21:40.639>like <00:21:40.919>5,000 <00:21:41.199>virtual <00:21:41.480>clusters 00:21:42.910 --> 00:21:42.920 align:start position:0% <00:21:42.910>5,000 <00:21:42.914>virtual <00:21:42.919>clusters 00:21:42.920 --> 00:21:46.670 align:start position:0% <00:21:42.920>5,000 <00:21:43.120>virtual <00:21:43.320>clusters <00:21:43.520>among <00:21:43.720>five <00:21:43.920>EKS <00:21:44.120>host <00:21:44.320>clusters. 00:21:46.670 --> 00:21:46.680 align:start position:0% <00:21:46.670>among <00:21:46.672>five <00:21:46.674>EKS <00:21:46.676>host <00:21:46.679>clusters. 00:21:46.680 --> 00:21:48.070 align:start position:0% <00:21:46.680>among <00:21:46.836>five <00:21:46.992>EKS <00:21:47.149>host <00:21:47.305>clusters. <00:21:47.461>So, <00:21:47.618>you <00:21:47.774>can <00:21:47.931>see 00:21:48.070 --> 00:21:48.080 align:start position:0% <00:21:48.070>So, <00:21:48.072>you <00:21:48.076>can <00:21:48.079>see 00:21:48.080 --> 00:21:49.670 align:start position:0% <00:21:48.080>So, <00:21:48.196>you <00:21:48.313>can <00:21:48.429>see <00:21:48.546>what <00:21:48.663>crazy <00:21:48.780>cost <00:21:48.896>it <00:21:49.013>would <00:21:49.129>be <00:21:49.246>if <00:21:49.363>you <00:21:49.480>have 00:21:49.670 --> 00:21:49.680 align:start position:0% <00:21:49.670>what <00:21:49.671>crazy <00:21:49.672>cost <00:21:49.673>it <00:21:49.674>would <00:21:49.675>be <00:21:49.676>if <00:21:49.677>you <00:21:49.679>have 00:21:49.680 --> 00:21:51.350 align:start position:0% <00:21:49.680>what <00:21:49.807>crazy <00:21:49.934>cost <00:21:50.061>it <00:21:50.189>would <00:21:50.316>be <00:21:50.443>if <00:21:50.570>you <00:21:50.698>have <00:21:50.825>to <00:21:50.952>deploy <00:21:51.080>it 00:21:51.350 --> 00:21:51.360 align:start position:0% <00:21:51.350>to <00:21:51.354>deploy <00:21:51.359>it 00:21:51.360 --> 00:21:54.790 align:start position:0% <00:21:51.360>to <00:21:51.560>deploy <00:21:51.760>it <00:21:51.959>completely <00:21:52.159>through <00:21:52.360>through <00:21:52.560>this. <00:21:52.760>Right. 00:21:54.790 --> 00:21:54.800 align:start position:0% <00:21:54.790>completely <00:21:54.792>through <00:21:54.794>through <00:21:54.796>this. <00:21:54.799>Right. 00:21:54.800 --> 00:21:57.270 align:start position:0% <00:21:54.800>completely <00:21:54.955>through <00:21:55.111>through <00:21:55.266>this. <00:21:55.422>Right. <00:21:55.577>So, <00:21:55.733>this <00:21:55.888>worked <00:21:56.044>and <00:21:56.200>here 00:21:57.270 --> 00:21:57.280 align:start position:0% <00:21:57.270>So, <00:21:57.272>this <00:21:57.274>worked <00:21:57.276>and <00:21:57.279>here 00:21:57.280 --> 00:21:59.790 align:start position:0% <00:21:57.280>So, <00:21:57.396>this <00:21:57.513>worked <00:21:57.629>and <00:21:57.746>here <00:21:57.863>we <00:21:57.980>are <00:21:58.096>simply <00:21:58.213>going <00:21:58.330>to <00:21:58.446>deploy <00:21:58.563>the <00:21:58.680>same 00:21:59.790 --> 00:21:59.800 align:start position:0% <00:21:59.790>we <00:21:59.791>are <00:21:59.792>simply <00:21:59.793>going <00:21:59.795>to <00:21:59.796>deploy <00:21:59.797>the <00:21:59.799>same 00:21:59.800 --> 00:22:00.910 align:start position:0% <00:21:59.800>we <00:21:59.924>are <00:22:00.049>simply <00:22:00.174>going <00:22:00.299>to <00:22:00.424>deploy <00:22:00.549>the <00:22:00.674>same <00:22:00.799>pods 00:22:00.910 --> 00:22:00.920 align:start position:0% pods 00:22:00.920 --> 00:22:02.470 align:start position:0% <00:22:00.920>pods <00:22:02.315>uh 00:22:02.470 --> 00:22:02.480 align:start position:0% uh 00:22:02.480 --> 00:22:04.070 align:start position:0% <00:22:02.480>uh <00:22:03.180>to <00:22:03.880>our 00:22:04.070 --> 00:22:04.080 align:start position:0% <00:22:04.070>to <00:22:04.079>our 00:22:04.080 --> 00:22:06.950 align:start position:0% <00:22:04.080>to <00:22:04.546>our <00:22:05.013>tenants <00:22:05.480>here. 00:22:06.960 --> 00:22:08.590 align:start position:0% <00:22:06.960>I <00:22:07.135>don't <00:22:07.310>see <00:22:07.485>the <00:22:07.660>output, <00:22:07.835>but <00:22:08.010>you <00:22:08.185>you <00:22:08.360>can 00:22:08.590 --> 00:22:08.600 align:start position:0% <00:22:08.590>I <00:22:08.591>don't <00:22:08.592>see <00:22:08.593>the <00:22:08.594>output, <00:22:08.595>but <00:22:08.596>you <00:22:08.597>you <00:22:08.599>can 00:22:08.600 --> 00:22:10.430 align:start position:0% <00:22:08.600>I <00:22:08.687>don't <00:22:08.774>see <00:22:08.862>the <00:22:08.949>output, <00:22:09.037>but <00:22:09.125>you <00:22:09.212>you <00:22:09.300>can <00:22:09.387>trust <00:22:09.475>me <00:22:09.562>that <00:22:09.649>the <00:22:09.737>pods <00:22:09.824>were <00:22:09.912>deployed <00:22:10.000>to 00:22:10.430 --> 00:22:10.440 align:start position:0% <00:22:10.430>trust <00:22:10.431>me <00:22:10.432>that <00:22:10.433>the <00:22:10.435>pods <00:22:10.436>were <00:22:10.437>deployed <00:22:10.439>to 00:22:10.440 --> 00:22:12.630 align:start position:0% <00:22:10.440>trust <00:22:10.595>me <00:22:10.751>that <00:22:10.906>the <00:22:11.062>pods <00:22:11.217>were <00:22:11.373>deployed <00:22:11.528>to <00:22:11.684>the <00:22:11.840>tenants. 00:22:12.630 --> 00:22:12.640 align:start position:0% <00:22:12.630>the <00:22:12.639>tenants. 00:22:12.640 --> 00:22:14.030 align:start position:0% <00:22:12.640>the <00:22:12.952>tenants. <00:22:13.265>And <00:22:13.578>let's <00:22:13.891>see 00:22:14.030 --> 00:22:14.040 align:start position:0% <00:22:14.030>And <00:22:14.034>let's <00:22:14.039>see 00:22:14.040 --> 00:22:15.470 align:start position:0% <00:22:14.040>And <00:22:14.183>let's <00:22:14.326>see <00:22:14.469>what <00:22:14.612>we <00:22:14.755>have. <00:22:14.898>So, <00:22:15.041>remember <00:22:15.184>I <00:22:15.327>mentioned 00:22:15.470 --> 00:22:15.480 align:start position:0% <00:22:15.470>what <00:22:15.471>we <00:22:15.473>have. <00:22:15.474>So, <00:22:15.476>remember <00:22:15.477>I <00:22:15.479>mentioned 00:22:15.480 --> 00:22:17.630 align:start position:0% <00:22:15.480>what <00:22:15.607>we <00:22:15.734>have. <00:22:15.861>So, <00:22:15.989>remember <00:22:16.116>I <00:22:16.243>mentioned <00:22:16.370>we <00:22:16.498>have <00:22:16.625>three <00:22:16.752>virtual <00:22:16.880>clusters. 00:22:17.630 --> 00:22:17.640 align:start position:0% <00:22:17.630>we <00:22:17.632>have <00:22:17.634>three <00:22:17.636>virtual <00:22:17.639>clusters. 00:22:17.640 --> 00:22:19.950 align:start position:0% <00:22:17.640>we <00:22:17.767>have <00:22:17.894>three <00:22:18.021>virtual <00:22:18.149>clusters. <00:22:18.276>So, <00:22:18.403>one <00:22:18.530>host <00:22:18.658>cluster, <00:22:18.785>kind <00:22:18.912>clusters, <00:22:19.040>and 00:22:19.950 --> 00:22:19.960 align:start position:0% <00:22:19.950>So, <00:22:19.951>one <00:22:19.953>host <00:22:19.954>cluster, <00:22:19.956>kind <00:22:19.957>clusters, <00:22:19.959>and 00:22:19.960 --> 00:22:22.590 align:start position:0% <00:22:19.960>So, <00:22:20.067>one <00:22:20.175>host <00:22:20.283>cluster, <00:22:20.390>kind <00:22:20.498>clusters, <00:22:20.606>and <00:22:20.713>we <00:22:20.821>just <00:22:20.929>added <00:22:21.036>those <00:22:21.144>three <00:22:21.252>clusters. <00:22:21.360>They 00:22:22.590 --> 00:22:22.600 align:start position:0% <00:22:22.590>we <00:22:22.591>just <00:22:22.592>added <00:22:22.594>those <00:22:22.596>three <00:22:22.597>clusters. <00:22:22.599>They 00:22:22.600 --> 00:22:24.190 align:start position:0% <00:22:22.600>we <00:22:22.699>just <00:22:22.800>added <00:22:22.899>those <00:22:23.000>three <00:22:23.100>clusters. <00:22:23.199>They <00:22:23.300>are <00:22:23.399>just <00:22:23.500>running <00:22:23.600>for <00:22:23.699>a <00:22:23.800>few <00:22:23.899>minutes <00:22:24.000>right 00:22:24.190 --> 00:22:24.200 align:start position:0% <00:22:24.190>are <00:22:24.191>just <00:22:24.192>running <00:22:24.193>for <00:22:24.195>a <00:22:24.196>few <00:22:24.197>minutes <00:22:24.199>right 00:22:24.200 --> 00:22:26.150 align:start position:0% <00:22:24.200>are <00:22:24.375>just <00:22:24.550>running <00:22:24.725>for <00:22:24.900>a <00:22:25.075>few <00:22:25.250>minutes <00:22:25.425>right <00:22:25.600>now. 00:22:26.150 --> 00:22:26.160 align:start position:0% now. 00:22:26.160 --> 00:22:28.750 align:start position:0% <00:22:26.160>now. <00:22:26.360>KAI <00:22:26.560>isolated, <00:22:26.760>team <00:22:26.960>beta, <00:22:27.160>alpha, <00:22:27.360>and <00:22:27.560>you 00:22:28.750 --> 00:22:28.760 align:start position:0% <00:22:28.750>KAI <00:22:28.751>isolated, <00:22:28.753>team <00:22:28.754>beta, <00:22:28.756>alpha, <00:22:28.757>and <00:22:28.759>you 00:22:28.760 --> 00:22:30.990 align:start position:0% <00:22:28.760>KAI <00:22:28.860>isolated, <00:22:28.960>team <00:22:29.060>beta, <00:22:29.160>alpha, <00:22:29.260>and <00:22:29.360>you <00:22:29.460>can <00:22:29.560>keep <00:22:29.660>on <00:22:29.760>going. <00:22:29.860>You <00:22:29.960>can <00:22:30.060>keep <00:22:30.160>having 00:22:30.990 --> 00:22:31.000 align:start position:0% <00:22:30.990>can <00:22:30.991>keep <00:22:30.992>on <00:22:30.993>going. <00:22:30.995>You <00:22:30.996>can <00:22:30.997>keep <00:22:30.999>having 00:22:31.000 --> 00:22:35.190 align:start position:0% <00:22:31.000>can <00:22:31.127>keep <00:22:31.254>on <00:22:31.381>going. <00:22:31.509>You <00:22:31.636>can <00:22:31.763>keep <00:22:31.890>having <00:22:32.018>different <00:22:32.145>Kubernetes <00:22:32.272>versions, <00:22:32.400>different 00:22:35.190 --> 00:22:35.200 align:start position:0% <00:22:35.190>different <00:22:35.193>Kubernetes <00:22:35.196>versions, <00:22:35.199>different 00:22:35.200 --> 00:22:37.070 align:start position:0% <00:22:35.200>different <00:22:35.433>Kubernetes <00:22:35.666>versions, <00:22:35.900>different <00:22:36.133>different <00:22:36.366>kinds <00:22:36.600>of 00:22:37.070 --> 00:22:37.080 align:start position:0% <00:22:37.070>different <00:22:37.074>kinds <00:22:37.079>of 00:22:37.080 --> 00:22:40.190 align:start position:0% <00:22:37.080>different <00:22:37.254>kinds <00:22:37.429>of <00:22:37.605>settings <00:22:37.780>or <00:22:37.955>sharing <00:22:38.129>of <00:22:38.304>your <00:22:38.480>virtual 00:22:40.190 --> 00:22:40.200 align:start position:0% <00:22:40.190>settings <00:22:40.191>or <00:22:40.193>sharing <00:22:40.195>of <00:22:40.197>your <00:22:40.199>virtual 00:22:40.200 --> 00:22:43.030 align:start position:0% <00:22:40.200>settings <00:22:40.433>or <00:22:40.666>sharing <00:22:40.900>of <00:22:41.133>your <00:22:41.366>virtual <00:22:41.600>clusters. 00:22:43.040 --> 00:22:45.430 align:start position:0% <00:22:43.040>And <00:22:43.506>two <00:22:43.973>of <00:22:44.440>those 00:22:45.430 --> 00:22:45.440 align:start position:0% <00:22:45.430>And <00:22:45.433>two <00:22:45.436>of <00:22:45.439>those 00:22:45.440 --> 00:22:47.910 align:start position:0% <00:22:45.440>And <00:22:45.673>two <00:22:45.906>of <00:22:46.140>those <00:22:46.373>have <00:22:46.606>different <00:22:46.840>KAI 00:22:47.910 --> 00:22:47.920 align:start position:0% <00:22:47.910>have <00:22:47.914>different <00:22:47.919>KAI 00:22:47.920 --> 00:22:50.510 align:start position:0% <00:22:47.920>have <00:22:48.153>different <00:22:48.386>KAI <00:22:48.620>versions. <00:22:48.853>So, <00:22:49.086>let's <00:22:49.320>see 00:22:50.510 --> 00:22:50.520 align:start position:0% <00:22:50.510>versions. <00:22:50.513>So, <00:22:50.516>let's <00:22:50.519>see 00:22:50.520 --> 00:22:53.550 align:start position:0% <00:22:50.520>versions. <00:22:50.753>So, <00:22:50.986>let's <00:22:51.220>see <00:22:51.453>if <00:22:51.686>we <00:22:51.920>are 00:22:53.560 --> 00:22:55.190 align:start position:0% correct. 00:22:55.190 --> 00:22:55.200 align:start position:0% correct. 00:22:55.200 --> 00:22:57.910 align:start position:0% <00:22:55.200>correct. <00:22:55.375>So, <00:22:55.550>this <00:22:55.725>is <00:22:55.900>my <00:22:56.075>main <00:22:56.250>cluster, <00:22:56.425>my <00:22:56.600>kind 00:22:57.910 --> 00:22:57.920 align:start position:0% <00:22:57.910>So, <00:22:57.911>this <00:22:57.912>is <00:22:57.913>my <00:22:57.915>main <00:22:57.916>cluster, <00:22:57.917>my <00:22:57.919>kind 00:22:57.920 --> 00:22:59.550 align:start position:0% <00:22:57.920>So, <00:22:58.013>this <00:22:58.106>is <00:22:58.200>my <00:22:58.293>main <00:22:58.386>cluster, <00:22:58.480>my <00:22:58.573>kind <00:22:58.666>cluster. <00:22:58.760>You <00:22:58.853>can <00:22:58.946>see <00:22:59.040>there's <00:22:59.133>a <00:22:59.226>lot <00:22:59.320>of 00:22:59.550 --> 00:22:59.560 align:start position:0% <00:22:59.550>cluster. <00:22:59.551>You <00:22:59.552>can <00:22:59.553>see <00:22:59.555>there's <00:22:59.556>a <00:22:59.557>lot <00:22:59.559>of 00:22:59.560 --> 00:23:01.390 align:start position:0% <00:22:59.560>cluster. <00:22:59.700>You <00:22:59.840>can <00:22:59.980>see <00:23:00.120>there's <00:23:00.260>a <00:23:00.399>lot <00:23:00.540>of <00:23:00.679>stuff <00:23:00.820>happening <00:23:00.960>here. 00:23:01.390 --> 00:23:01.400 align:start position:0% <00:23:01.390>stuff <00:23:01.394>happening <00:23:01.399>here. 00:23:01.400 --> 00:23:04.390 align:start position:0% <00:23:01.400>stuff <00:23:01.527>happening <00:23:01.654>here. <00:23:01.781>We <00:23:01.909>have <00:23:02.036>the <00:23:02.163>GPU <00:23:02.290>pod <00:23:02.418>and <00:23:02.545>we <00:23:02.672>have <00:23:02.800>various 00:23:04.390 --> 00:23:04.400 align:start position:0% <00:23:04.390>We <00:23:04.391>have <00:23:04.392>the <00:23:04.393>GPU <00:23:04.394>pod <00:23:04.395>and <00:23:04.396>we <00:23:04.397>have <00:23:04.399>various 00:23:04.400 --> 00:23:05.830 align:start position:0% <00:23:04.400>We <00:23:04.528>have <00:23:04.657>the <00:23:04.786>GPU <00:23:04.914>pod <00:23:05.043>and <00:23:05.172>we <00:23:05.300>have <00:23:05.429>various <00:23:05.558>kind <00:23:05.687>of 00:23:05.830 --> 00:23:05.840 align:start position:0% <00:23:05.830>kind <00:23:05.839>of 00:23:05.840 --> 00:23:07.350 align:start position:0% <00:23:05.840>kind <00:23:06.293>of <00:23:06.745>clusters <00:23:07.198>here. 00:23:07.350 --> 00:23:07.360 align:start position:0% <00:23:07.350>clusters <00:23:07.359>here. 00:23:07.360 --> 00:23:10.670 align:start position:0% <00:23:07.360>clusters <00:23:07.560>here. <00:23:07.760>So, <00:23:07.959>we <00:23:08.159>have <00:23:08.360>this <00:23:08.560>KI <00:23:08.760>isolated. 00:23:10.670 --> 00:23:10.680 align:start position:0% <00:23:10.670>So, <00:23:10.671>we <00:23:10.673>have <00:23:10.675>this <00:23:10.677>KI <00:23:10.679>isolated. 00:23:10.680 --> 00:23:14.430 align:start position:0% <00:23:10.680>So, <00:23:10.807>we <00:23:10.934>have <00:23:11.061>this <00:23:11.189>KI <00:23:11.316>isolated. <00:23:11.443>This <00:23:11.570>little <00:23:11.698>KI <00:23:11.825>isolated <00:23:11.952>minus <00:23:12.080>zero, 00:23:14.430 --> 00:23:14.440 align:start position:0% <00:23:14.430>This <00:23:14.431>little <00:23:14.433>KI <00:23:14.435>isolated <00:23:14.437>minus <00:23:14.439>zero, 00:23:14.440 --> 00:23:17.550 align:start position:0% <00:23:14.440>This <00:23:14.580>little <00:23:14.720>KI <00:23:14.860>isolated <00:23:15.000>minus <00:23:15.140>zero, <00:23:15.280>it's <00:23:15.420>actually <00:23:15.560>our <00:23:15.700>virtual <00:23:15.840>cluster 00:23:17.550 --> 00:23:17.560 align:start position:0% <00:23:17.550>it's <00:23:17.552>actually <00:23:17.554>our <00:23:17.556>virtual <00:23:17.559>cluster 00:23:17.560 --> 00:23:20.550 align:start position:0% <00:23:17.560>it's <00:23:17.700>actually <00:23:17.840>our <00:23:17.980>virtual <00:23:18.120>cluster <00:23:18.260>that <00:23:18.399>the <00:23:18.540>tenants <00:23:18.679>can <00:23:18.820>connect <00:23:18.960>to. 00:23:20.550 --> 00:23:20.560 align:start position:0% <00:23:20.550>that <00:23:20.551>the <00:23:20.553>tenants <00:23:20.555>can <00:23:20.557>connect <00:23:20.559>to. 00:23:20.560 --> 00:23:23.550 align:start position:0% <00:23:20.560>that <00:23:20.667>the <00:23:20.775>tenants <00:23:20.883>can <00:23:20.990>connect <00:23:21.098>to. <00:23:21.206>And <00:23:21.313>we <00:23:21.421>as <00:23:21.529>admins <00:23:21.636>see <00:23:21.744>this <00:23:21.852>as <00:23:21.960>additional 00:23:23.550 --> 00:23:23.560 align:start position:0% <00:23:23.550>And <00:23:23.551>we <00:23:23.552>as <00:23:23.553>admins <00:23:23.555>see <00:23:23.556>this <00:23:23.557>as <00:23:23.559>additional 00:23:23.560 --> 00:23:24.550 align:start position:0% <00:23:23.560>And <00:23:23.671>we <00:23:23.782>as <00:23:23.894>admins <00:23:24.005>see <00:23:24.116>this <00:23:24.228>as <00:23:24.339>additional <00:23:24.451>pod. 00:23:24.550 --> 00:23:24.560 align:start position:0% pod. 00:23:24.560 --> 00:23:26.030 align:start position:0% <00:23:24.560>pod. <00:23:24.706>Who <00:23:24.854>can <00:23:25.001>tell <00:23:25.148>me <00:23:25.295>why <00:23:25.442>there <00:23:25.589>is <00:23:25.735>a <00:23:25.883>zero 00:23:26.030 --> 00:23:26.040 align:start position:0% <00:23:26.030>Who <00:23:26.031>can <00:23:26.032>tell <00:23:26.033>me <00:23:26.034>why <00:23:26.035>there <00:23:26.036>is <00:23:26.037>a <00:23:26.039>zero 00:23:26.040 --> 00:23:28.350 align:start position:0% <00:23:26.040>Who <00:23:26.147>can <00:23:26.255>tell <00:23:26.363>me <00:23:26.470>why <00:23:26.578>there <00:23:26.686>is <00:23:26.793>a <00:23:26.901>zero <00:23:27.009>behind <00:23:27.116>this <00:23:27.224>in <00:23:27.332>the <00:23:27.440>name? 00:23:28.350 --> 00:23:28.360 align:start position:0% <00:23:28.350>behind <00:23:28.352>this <00:23:28.354>in <00:23:28.356>the <00:23:28.359>name? 00:23:28.360 --> 00:23:29.590 align:start position:0% <00:23:28.360>behind <00:23:28.544>this <00:23:28.728>in <00:23:28.913>the <00:23:29.098>name? <00:23:29.282>Who <00:23:29.466>knows? 00:23:29.590 --> 00:23:29.600 align:start position:0% <00:23:29.590>Who <00:23:29.599>knows? 00:23:29.600 --> 00:23:30.990 align:start position:0% <00:23:29.600>Who <00:23:29.725>knows? <00:23:29.850>You <00:23:29.975>can <00:23:30.100>put <00:23:30.225>hands <00:23:30.350>up <00:23:30.475>if <00:23:30.600>you <00:23:30.725>know. <00:23:30.851>I'll 00:23:30.990 --> 00:23:31.000 align:start position:0% <00:23:30.990>You <00:23:30.991>can <00:23:30.992>put <00:23:30.993>hands <00:23:30.994>up <00:23:30.995>if <00:23:30.996>you <00:23:30.997>know. <00:23:30.999>I'll 00:23:31.000 --> 00:23:33.030 align:start position:0% <00:23:31.000>You <00:23:31.140>can <00:23:31.280>put <00:23:31.420>hands <00:23:31.560>up <00:23:31.700>if <00:23:31.840>you <00:23:31.980>know. <00:23:32.120>I'll <00:23:32.260>trust <00:23:32.400>you. 00:23:33.030 --> 00:23:33.040 align:start position:0% <00:23:33.030>trust <00:23:33.039>you. 00:23:33.040 --> 00:23:34.830 align:start position:0% <00:23:33.040>trust <00:23:33.215>you. <00:23:33.389>So, <00:23:33.565>this <00:23:33.740>is <00:23:33.915>a <00:23:34.090>stateful <00:23:34.264>set. <00:23:34.440>Virtual 00:23:34.830 --> 00:23:34.840 align:start position:0% <00:23:34.830>So, <00:23:34.831>this <00:23:34.832>is <00:23:34.834>a <00:23:34.836>stateful <00:23:34.837>set. <00:23:34.839>Virtual 00:23:34.840 --> 00:23:37.110 align:start position:0% <00:23:34.840>So, <00:23:34.939>this <00:23:35.040>is <00:23:35.139>a <00:23:35.240>stateful <00:23:35.340>set. <00:23:35.439>Virtual <00:23:35.540>clusters <00:23:35.639>are <00:23:35.740>a <00:23:35.840>stateful <00:23:35.939>set <00:23:36.040>due <00:23:36.139>to <00:23:36.240>the 00:23:37.110 --> 00:23:37.120 align:start position:0% <00:23:37.110>clusters <00:23:37.111>are <00:23:37.112>a <00:23:37.113>stateful <00:23:37.115>set <00:23:37.116>due <00:23:37.117>to <00:23:37.119>the 00:23:37.120 --> 00:23:39.950 align:start position:0% <00:23:37.120>clusters <00:23:37.219>are <00:23:37.320>a <00:23:37.419>stateful <00:23:37.520>set <00:23:37.620>due <00:23:37.719>to <00:23:37.820>the <00:23:37.919>how <00:23:38.020>how <00:23:38.120>we <00:23:38.219>want <00:23:38.320>to <00:23:38.419>provision <00:23:38.520>them. 00:23:39.950 --> 00:23:39.960 align:start position:0% <00:23:39.950>how <00:23:39.951>how <00:23:39.953>we <00:23:39.954>want <00:23:39.956>to <00:23:39.957>provision <00:23:39.959>them. 00:23:39.960 --> 00:23:41.030 align:start position:0% <00:23:39.960>how <00:23:40.097>how <00:23:40.235>we <00:23:40.372>want <00:23:40.510>to <00:23:40.647>provision <00:23:40.785>them. <00:23:40.923>Right. 00:23:41.030 --> 00:23:41.040 align:start position:0% Right. 00:23:41.040 --> 00:23:42.670 align:start position:0% <00:23:41.040>Right. <00:23:41.506>So, <00:23:41.973>let's <00:23:42.440>see 00:23:42.670 --> 00:23:42.680 align:start position:0% <00:23:42.670>So, <00:23:42.674>let's <00:23:42.679>see 00:23:42.680 --> 00:23:49.390 align:start position:0% <00:23:42.680>So, <00:23:42.855>let's <00:23:43.030>see <00:23:43.205>if <00:23:43.380>we <00:23:43.555>do <00:23:43.730>like <00:23:43.905>KI <00:23:44.080>scheduler. 00:23:49.400 --> 00:23:52.030 align:start position:0% <00:23:49.400>So, <00:23:49.680>here <00:23:49.960>for <00:23:50.240>example, <00:23:50.520>we <00:23:50.800>have 00:23:52.030 --> 00:23:52.040 align:start position:0% <00:23:52.030>So, <00:23:52.031>here <00:23:52.033>for <00:23:52.035>example, <00:23:52.037>we <00:23:52.039>have 00:23:52.040 --> 00:23:54.870 align:start position:0% <00:23:52.040>So, <00:23:52.215>here <00:23:52.389>for <00:23:52.565>example, <00:23:52.740>we <00:23:52.915>have <00:23:53.090>this <00:23:53.264>scheduler <00:23:53.440>here. 00:23:54.870 --> 00:23:54.880 align:start position:0% <00:23:54.870>this <00:23:54.874>scheduler <00:23:54.879>here. 00:23:54.880 --> 00:23:58.110 align:start position:0% <00:23:54.880>this <00:23:55.230>scheduler <00:23:55.580>here. <00:23:55.930>Let's <00:23:56.280>see. 00:23:58.120 --> 00:24:00.110 align:start position:0% <00:23:58.120>So, <00:23:58.294>you <00:23:58.469>can <00:23:58.645>see <00:23:58.820>we <00:23:58.995>have <00:23:59.169>an <00:23:59.344>older <00:23:59.520>version 00:24:00.110 --> 00:24:00.120 align:start position:0% <00:24:00.110>So, <00:24:00.111>you <00:24:00.112>can <00:24:00.113>see <00:24:00.114>we <00:24:00.115>have <00:24:00.116>an <00:24:00.117>older <00:24:00.119>version 00:24:00.120 --> 00:24:02.070 align:start position:0% <00:24:00.120>So, <00:24:00.275>you <00:24:00.431>can <00:24:00.586>see <00:24:00.742>we <00:24:00.897>have <00:24:01.053>an <00:24:01.208>older <00:24:01.364>version <00:24:01.520>0.7.11 00:24:02.070 --> 00:24:02.080 align:start position:0% 0.7.11 00:24:02.080 --> 00:24:05.990 align:start position:0% <00:24:02.080>0.7.11 <00:24:02.280>of <00:24:02.480>the <00:24:02.679>image <00:24:02.879>of <00:24:03.080>the <00:24:03.280>KI <00:24:03.480>scheduler. 00:24:05.990 --> 00:24:06.000 align:start position:0% <00:24:05.990>of <00:24:05.991>the <00:24:05.993>image <00:24:05.994>of <00:24:05.996>the <00:24:05.997>KI <00:24:05.999>scheduler. 00:24:06.000 --> 00:24:09.310 align:start position:0% <00:24:06.000>of <00:24:06.107>the <00:24:06.215>image <00:24:06.323>of <00:24:06.430>the <00:24:06.538>KI <00:24:06.646>scheduler. <00:24:06.753>If <00:24:06.861>I <00:24:06.969>can <00:24:07.076>find <00:24:07.184>another <00:24:07.292>cluster <00:24:07.400>here, 00:24:09.310 --> 00:24:09.320 align:start position:0% <00:24:09.310>If <00:24:09.311>I <00:24:09.312>can <00:24:09.314>find <00:24:09.316>another <00:24:09.317>cluster <00:24:09.319>here, 00:24:09.320 --> 00:24:12.510 align:start position:0% <00:24:09.320>If <00:24:09.447>I <00:24:09.574>can <00:24:09.701>find <00:24:09.829>another <00:24:09.956>cluster <00:24:10.083>here, <00:24:10.210>so <00:24:10.338>this <00:24:10.465>KI <00:24:10.592>scheduler <00:24:10.720>here. 00:24:12.510 --> 00:24:12.520 align:start position:0% <00:24:12.510>so <00:24:12.512>this <00:24:12.514>KI <00:24:12.516>scheduler <00:24:12.519>here. 00:24:12.520 --> 00:24:14.910 align:start position:0% <00:24:12.520>so <00:24:12.675>this <00:24:12.831>KI <00:24:12.986>scheduler <00:24:13.142>here. <00:24:13.297>Where <00:24:13.453>was <00:24:13.608>the <00:24:13.764>other <00:24:13.920>one? 00:24:14.910 --> 00:24:14.920 align:start position:0% <00:24:14.910>Where <00:24:14.912>was <00:24:14.914>the <00:24:14.916>other <00:24:14.919>one? 00:24:14.920 --> 00:24:17.750 align:start position:0% <00:24:14.920>Where <00:24:15.200>was <00:24:15.480>the <00:24:15.760>other <00:24:16.040>one? <00:24:16.320>Uh 00:24:17.760 --> 00:24:20.750 align:start position:0% <00:24:17.760>KI <00:24:19.160>scheduler 00:24:20.750 --> 00:24:20.760 align:start position:0% <00:24:20.750>KI <00:24:20.759>scheduler 00:24:20.760 --> 00:24:23.830 align:start position:0% <00:24:20.760>KI <00:24:21.040>scheduler <00:24:21.320>I <00:24:21.600>search <00:24:21.879>like <00:24:22.160>that. 00:24:23.840 --> 00:24:27.750 align:start position:0% <00:24:23.840>Scheduler, <00:24:24.306>there <00:24:24.773>you <00:24:25.240>go. 00:24:27.760 --> 00:24:31.190 align:start position:0% <00:24:27.760>So, <00:24:28.226>team <00:24:28.693>better <00:24:29.160>here. 00:24:31.200 --> 00:24:32.950 align:start position:0% <00:24:31.200>And <00:24:31.400>we <00:24:31.600>do <00:24:31.800>the <00:24:32.000>scheduler, <00:24:32.200>this <00:24:32.400>should <00:24:32.600>be 00:24:32.950 --> 00:24:32.960 align:start position:0% <00:24:32.950>And <00:24:32.951>we <00:24:32.952>do <00:24:32.953>the <00:24:32.955>scheduler, <00:24:32.956>this <00:24:32.957>should <00:24:32.959>be 00:24:32.960 --> 00:24:35.990 align:start position:0% <00:24:32.960>And <00:24:33.115>we <00:24:33.271>do <00:24:33.426>the <00:24:33.582>scheduler, <00:24:33.737>this <00:24:33.893>should <00:24:34.048>be <00:24:34.204>different <00:24:34.360>one. 00:24:36.000 --> 00:24:39.230 align:start position:0% <00:24:36.000>Yeah, <00:24:36.350>so <00:24:36.700>this <00:24:37.050>is <00:24:37.400>0.8.0.5. 00:24:39.230 --> 00:24:39.240 align:start position:0% <00:24:39.230>Yeah, <00:24:39.232>so <00:24:39.234>this <00:24:39.236>is <00:24:39.239>0.8.0.5. 00:24:39.240 --> 00:24:40.990 align:start position:0% <00:24:39.240>Yeah, <00:24:39.340>so <00:24:39.440>this <00:24:39.540>is <00:24:39.640>0.8.0.5. <00:24:39.740>By <00:24:39.840>the <00:24:39.940>way, <00:24:40.040>you <00:24:40.140>can <00:24:40.240>do <00:24:40.340>in <00:24:40.440>new <00:24:40.540>VM <00:24:40.640>{slash} 00:24:40.990 --> 00:24:41.000 align:start position:0% <00:24:40.990>By <00:24:40.991>the <00:24:40.992>way, <00:24:40.993>you <00:24:40.994>can <00:24:40.995>do <00:24:40.996>in <00:24:40.997>new <00:24:40.998>VM <00:24:40.999>{slash} 00:24:41.000 --> 00:24:42.550 align:start position:0% <00:24:41.000>By <00:24:41.093>the <00:24:41.186>way, <00:24:41.279>you <00:24:41.372>can <00:24:41.465>do <00:24:41.558>in <00:24:41.651>new <00:24:41.744>VM <00:24:41.837>{slash} <00:24:41.930>{slash} <00:24:42.023>to <00:24:42.116>search <00:24:42.209>for <00:24:42.302>the <00:24:42.395>previous 00:24:42.550 --> 00:24:42.560 align:start position:0% <00:24:42.550>{slash} <00:24:42.551>to <00:24:42.553>search <00:24:42.555>for <00:24:42.557>the <00:24:42.559>previous 00:24:42.560 --> 00:24:45.150 align:start position:0% <00:24:42.560>{slash} <00:24:42.659>to <00:24:42.760>search <00:24:42.860>for <00:24:42.960>the <00:24:43.060>previous <00:24:43.159>search <00:24:43.260>as <00:24:43.360>a <00:24:43.460>pro <00:24:43.560>tip <00:24:43.659>for <00:24:43.760>new <00:24:43.860>VM <00:24:43.960>users. 00:24:45.150 --> 00:24:45.160 align:start position:0% <00:24:45.150>search <00:24:45.151>as <00:24:45.152>a <00:24:45.153>pro <00:24:45.154>tip <00:24:45.155>for <00:24:45.156>new <00:24:45.157>VM <00:24:45.159>users. 00:24:45.160 --> 00:24:46.270 align:start position:0% <00:24:45.160>search <00:24:45.259>as <00:24:45.359>a <00:24:45.459>pro <00:24:45.559>tip <00:24:45.659>for <00:24:45.759>new <00:24:45.859>VM <00:24:45.959>users. <00:24:46.059>All <00:24:46.159>right. 00:24:46.270 --> 00:24:46.280 align:start position:0% <00:24:46.270>All <00:24:46.279>right. 00:24:46.280 --> 00:24:49.390 align:start position:0% <00:24:46.280>All <00:24:46.435>right. <00:24:46.591>I <00:24:46.746>think <00:24:46.902>we <00:24:47.057>have <00:24:47.213>5 <00:24:47.368>minutes <00:24:47.524>left <00:24:47.680>for 00:24:49.390 --> 00:24:49.400 align:start position:0% <00:24:49.390>I <00:24:49.391>think <00:24:49.392>we <00:24:49.393>have <00:24:49.395>5 <00:24:49.396>minutes <00:24:49.397>left <00:24:49.399>for 00:24:49.400 --> 00:24:52.110 align:start position:0% <00:24:49.400>I <00:24:49.487>think <00:24:49.575>we <00:24:49.662>have <00:24:49.750>5 <00:24:49.837>minutes <00:24:49.925>left <00:24:50.012>for <00:24:50.100>for <00:24:50.187>Q&A. <00:24:50.275>If <00:24:50.362>you <00:24:50.450>guys <00:24:50.537>want <00:24:50.625>to <00:24:50.712>dive <00:24:50.800>into 00:24:52.110 --> 00:24:52.120 align:start position:0% <00:24:52.110>for <00:24:52.111>Q&A. <00:24:52.112>If <00:24:52.113>you <00:24:52.114>guys <00:24:52.115>want <00:24:52.116>to <00:24:52.117>dive <00:24:52.119>into 00:24:52.120 --> 00:24:53.710 align:start position:0% <00:24:52.120>for <00:24:52.275>Q&A. <00:24:52.431>If <00:24:52.586>you <00:24:52.742>guys <00:24:52.897>want <00:24:53.053>to <00:24:53.208>dive <00:24:53.364>into <00:24:53.520>anything 00:24:53.710 --> 00:24:53.720 align:start position:0% anything 00:24:53.720 --> 00:24:57.550 align:start position:0% <00:24:53.720>anything <00:24:54.000>deeper, <00:24:54.280>we'll <00:24:54.560>be <00:24:54.840>happy <00:24:55.120>to 00:24:57.560 --> 00:24:58.950 align:start position:0% <00:24:57.560>have <00:24:58.185>a <00:24:58.811>Q&A. 00:24:58.950 --> 00:24:58.960 align:start position:0% <00:24:58.950>have <00:24:58.954>a <00:24:58.959>Q&A. 00:24:58.960 --> 00:25:01.630 align:start position:0% <00:24:58.960>have <00:24:59.100>a <00:24:59.240>Q&A. <00:24:59.380>So, <00:24:59.520>before <00:24:59.660>we <00:24:59.800>go <00:24:59.940>to <00:25:00.080>Q&A <00:25:00.220>real <00:25:00.360>quick, 00:25:01.630 --> 00:25:01.640 align:start position:0% <00:25:01.630>So, <00:25:01.631>before <00:25:01.632>we <00:25:01.633>go <00:25:01.635>to <00:25:01.636>Q&A <00:25:01.637>real <00:25:01.639>quick, 00:25:01.640 --> 00:25:07.350 align:start position:0% <00:25:01.640>So, <00:25:01.767>before <00:25:01.894>we <00:25:02.021>go <00:25:02.149>to <00:25:02.276>Q&A <00:25:02.403>real <00:25:02.530>quick, <00:25:02.658>uh <00:25:02.785>here <00:25:02.912>is <00:25:03.040>the 00:25:07.360 --> 00:25:10.630 align:start position:0% <00:25:07.360>Right. <00:25:07.639>So, <00:25:07.919>here <00:25:08.199>are <00:25:08.479>the <00:25:08.760>docs 00:25:10.630 --> 00:25:10.640 align:start position:0% <00:25:10.630>Right. <00:25:10.631>So, <00:25:10.633>here <00:25:10.635>are <00:25:10.637>the <00:25:10.639>docs 00:25:10.640 --> 00:25:12.230 align:start position:0% <00:25:10.640>Right. <00:25:10.780>So, <00:25:10.920>here <00:25:11.060>are <00:25:11.200>the <00:25:11.340>docs <00:25:11.480>that <00:25:11.620>you <00:25:11.760>can <00:25:11.900>grab. <00:25:12.040>So, 00:25:12.230 --> 00:25:12.240 align:start position:0% <00:25:12.230>that <00:25:12.232>you <00:25:12.234>can <00:25:12.236>grab. <00:25:12.239>So, 00:25:12.240 --> 00:25:15.070 align:start position:0% <00:25:12.240>that <00:25:12.520>you <00:25:12.800>can <00:25:13.080>grab. <00:25:13.360>So, <00:25:13.640>vcluster.com/docs. 00:25:15.070 --> 00:25:15.080 align:start position:0% vcluster.com/docs. 00:25:15.080 --> 00:25:16.870 align:start position:0% <00:25:15.080>vcluster.com/docs. <00:25:15.280>You <00:25:15.480>can <00:25:15.679>go <00:25:15.879>there <00:25:16.080>and <00:25:16.280>read <00:25:16.480>about 00:25:16.870 --> 00:25:16.880 align:start position:0% <00:25:16.870>You <00:25:16.871>can <00:25:16.873>go <00:25:16.874>there <00:25:16.876>and <00:25:16.877>read <00:25:16.879>about 00:25:16.880 --> 00:25:20.550 align:start position:0% <00:25:16.880>You <00:25:16.987>can <00:25:17.095>go <00:25:17.203>there <00:25:17.310>and <00:25:17.418>read <00:25:17.526>about <00:25:17.633>vcluster, <00:25:17.741>how <00:25:17.849>to <00:25:17.956>use <00:25:18.064>Kai <00:25:18.172>scheduler. <00:25:18.280>You 00:25:20.550 --> 00:25:20.560 align:start position:0% <00:25:20.550>vcluster, <00:25:20.551>how <00:25:20.553>to <00:25:20.554>use <00:25:20.556>Kai <00:25:20.557>scheduler. <00:25:20.559>You 00:25:20.560 --> 00:25:22.830 align:start position:0% <00:25:20.560>vcluster, <00:25:20.667>how <00:25:20.775>to <00:25:20.883>use <00:25:20.990>Kai <00:25:21.098>scheduler. <00:25:21.206>You <00:25:21.313>also <00:25:21.421>have <00:25:21.529>an <00:25:21.636>article <00:25:21.744>dedicated <00:25:21.852>to <00:25:21.960>this 00:25:22.830 --> 00:25:22.840 align:start position:0% <00:25:22.830>also <00:25:22.831>have <00:25:22.832>an <00:25:22.834>article <00:25:22.836>dedicated <00:25:22.837>to <00:25:22.839>this 00:25:22.840 --> 00:25:25.110 align:start position:0% <00:25:22.840>also <00:25:22.956>have <00:25:23.073>an <00:25:23.189>article <00:25:23.306>dedicated <00:25:23.423>to <00:25:23.540>this <00:25:23.656>particular <00:25:23.773>integration. <00:25:23.889>And <00:25:24.006>if <00:25:24.123>you <00:25:24.240>want 00:25:25.110 --> 00:25:25.120 align:start position:0% <00:25:25.110>particular <00:25:25.111>integration. <00:25:25.113>And <00:25:25.115>if <00:25:25.117>you <00:25:25.119>want 00:25:25.120 --> 00:25:27.830 align:start position:0% <00:25:25.120>particular <00:25:25.236>integration. <00:25:25.353>And <00:25:25.469>if <00:25:25.586>you <00:25:25.703>want <00:25:25.820>to <00:25:25.936>explore <00:25:26.053>vcluster <00:25:26.169>on <00:25:26.286>your <00:25:26.403>own, <00:25:26.520>please 00:25:27.830 --> 00:25:27.840 align:start position:0% <00:25:27.830>to <00:25:27.831>explore <00:25:27.832>vcluster <00:25:27.834>on <00:25:27.836>your <00:25:27.837>own, <00:25:27.839>please 00:25:27.840 --> 00:25:30.790 align:start position:0% <00:25:27.840>to <00:25:27.939>explore <00:25:28.040>vcluster <00:25:28.139>on <00:25:28.240>your <00:25:28.340>own, <00:25:28.439>please <00:25:28.540>come <00:25:28.639>and <00:25:28.740>say <00:25:28.840>hi <00:25:28.939>on <00:25:29.040>our <00:25:29.139>community <00:25:29.240>Slack. 00:25:30.790 --> 00:25:30.800 align:start position:0% <00:25:30.790>come <00:25:30.791>and <00:25:30.792>say <00:25:30.793>hi <00:25:30.795>on <00:25:30.796>our <00:25:30.797>community <00:25:30.799>Slack. 00:25:30.800 --> 00:25:34.030 align:start position:0% <00:25:30.800>come <00:25:30.955>and <00:25:31.111>say <00:25:31.266>hi <00:25:31.422>on <00:25:31.577>our <00:25:31.733>community <00:25:31.888>Slack. <00:25:32.044>So, <00:25:32.200>https://slack.loft.sh. 00:25:34.040 --> 00:25:35.030 align:start position:0% Uh 00:25:35.030 --> 00:25:35.040 align:start position:0% Uh 00:25:35.040 --> 00:25:36.910 align:start position:0% <00:25:35.040>Uh <00:25:35.195>and <00:25:35.351>say <00:25:35.506>hi. <00:25:35.662>If <00:25:35.817>you <00:25:35.973>have <00:25:36.128>a <00:25:36.284>questions, <00:25:36.440>you 00:25:36.910 --> 00:25:36.920 align:start position:0% <00:25:36.910>and <00:25:36.911>say <00:25:36.912>hi. <00:25:36.913>If <00:25:36.914>you <00:25:36.915>have <00:25:36.916>a <00:25:36.917>questions, <00:25:36.919>you 00:25:36.920 --> 00:25:39.230 align:start position:0% <00:25:36.920>and <00:25:37.007>say <00:25:37.095>hi. <00:25:37.182>If <00:25:37.270>you <00:25:37.357>have <00:25:37.445>a <00:25:37.532>questions, <00:25:37.620>you <00:25:37.707>can <00:25:37.795>connect <00:25:37.882>with <00:25:37.970>me <00:25:38.057>on <00:25:38.145>LinkedIn, <00:25:38.232>as <00:25:38.320>well 00:25:39.230 --> 00:25:39.240 align:start position:0% <00:25:39.230>can <00:25:39.231>connect <00:25:39.232>with <00:25:39.233>me <00:25:39.235>on <00:25:39.236>LinkedIn, <00:25:39.237>as <00:25:39.239>well 00:25:39.240 --> 00:25:41.150 align:start position:0% <00:25:39.240>can <00:25:39.333>connect <00:25:39.426>with <00:25:39.520>me <00:25:39.613>on <00:25:39.706>LinkedIn, <00:25:39.800>as <00:25:39.893>well <00:25:39.986>as <00:25:40.080>on <00:25:40.173>Slack. <00:25:40.266>We'd <00:25:40.360>be <00:25:40.453>happy <00:25:40.546>to <00:25:40.640>answer. 00:25:41.150 --> 00:25:41.160 align:start position:0% <00:25:41.150>as <00:25:41.151>on <00:25:41.152>Slack. <00:25:41.153>We'd <00:25:41.155>be <00:25:41.156>happy <00:25:41.157>to <00:25:41.159>answer. 00:25:41.160 --> 00:25:44.830 align:start position:0% <00:25:41.160>as <00:25:41.276>on <00:25:41.393>Slack. <00:25:41.510>We'd <00:25:41.626>be <00:25:41.743>happy <00:25:41.860>to <00:25:41.976>answer. <00:25:42.093>All <00:25:42.210>right. <00:25:42.326>Ready <00:25:42.443>for <00:25:42.560>Q&A? 00:25:44.830 --> 00:25:44.840 align:start position:0% <00:25:44.830>All <00:25:44.832>right. <00:25:44.834>Ready <00:25:44.836>for <00:25:44.839>Q&A? 00:25:44.840 --> 00:25:46.070 align:start position:0% <00:25:44.840>All <00:25:44.940>right. <00:25:45.041>Ready <00:25:45.141>for <00:25:45.242>Q&A? <00:25:45.343>>> <00:25:45.443>Thank <00:25:45.544>you. <00:25:45.645>Thank <00:25:45.745>you. <00:25:45.846>Thank <00:25:45.947>you. 00:25:46.070 --> 00:25:46.080 align:start position:0% <00:25:46.070>>> <00:25:46.071>Thank <00:25:46.072>you. <00:25:46.074>Thank <00:25:46.076>you. <00:25:46.077>Thank <00:25:46.079>you. 00:25:46.080 --> 00:25:46.990 align:start position:0% <00:25:46.080>>> <00:25:46.170>Thank <00:25:46.262>you. <00:25:46.353>Thank <00:25:46.444>you. <00:25:46.534>Thank <00:25:46.626>you. <00:25:46.717>>> <00:25:46.808>Thank <00:25:46.899>you. 00:25:46.990 --> 00:25:47.000 align:start position:0% <00:25:46.990>>> <00:25:46.994>Thank <00:25:46.999>you. 00:25:47.000 --> 00:25:48.427 align:start position:0% <00:25:47.000>>> <00:25:47.183>Thank <00:25:47.366>you. <00:25:47.550>>> <00:25:47.733>Thank <00:25:47.917>you <00:25:48.100>so <00:25:48.284>much. 00:25:48.427 --> 00:25:48.437 align:start position:0% <00:25:48.427>>> <00:25:48.429>Thank <00:25:48.431>you <00:25:48.433>so <00:25:48.436>much. 00:25:48.437 --> 00:25:48.750 align:start position:0% <00:25:48.437>>> <00:25:48.483>Thank <00:25:48.530>you <00:25:48.577>so <00:25:48.624>much. <00:25:48.671>>> <00:25:48.718>[applause] 00:25:48.750 --> 00:25:48.760 align:start position:0% <00:25:48.750>>> <00:25:48.759>[applause] 00:25:48.760 --> 00:25:50.790 align:start position:0% <00:25:48.760>>> <00:25:48.915>[applause] <00:25:49.071>>> <00:25:49.226>So, <00:25:49.382>fun <00:25:49.537>fact, <00:25:49.693>there's <00:25:49.848>no <00:25:50.004>questions <00:25:50.160>from 00:25:50.790 --> 00:25:50.800 align:start position:0% <00:25:50.790>>> <00:25:50.791>So, <00:25:50.792>fun <00:25:50.793>fact, <00:25:50.795>there's <00:25:50.796>no <00:25:50.797>questions <00:25:50.799>from 00:25:50.800 --> 00:25:52.470 align:start position:0% <00:25:50.800>>> <00:25:50.893>So, <00:25:50.986>fun <00:25:51.080>fact, <00:25:51.173>there's <00:25:51.266>no <00:25:51.360>questions <00:25:51.453>from <00:25:51.546>the <00:25:51.639>audience, <00:25:51.733>but <00:25:51.826>I <00:25:51.919>have <00:25:52.013>a <00:25:52.106>question <00:25:52.200>from 00:25:52.470 --> 00:25:52.480 align:start position:0% <00:25:52.470>the <00:25:52.471>audience, <00:25:52.472>but <00:25:52.473>I <00:25:52.475>have <00:25:52.476>a <00:25:52.477>question <00:25:52.479>from 00:25:52.480 --> 00:25:53.670 align:start position:0% <00:25:52.480>the <00:25:52.613>audience, <00:25:52.747>but <00:25:52.881>I <00:25:53.015>have <00:25:53.149>a <00:25:53.283>question <00:25:53.417>from <00:25:53.551>myself. 00:25:53.670 --> 00:25:53.680 align:start position:0% myself. 00:25:53.680 --> 00:25:57.190 align:start position:0% <00:25:53.680>myself. <00:25:53.835>Um <00:25:53.991>and <00:25:54.146>from <00:25:54.302>him. <00:25:54.457>Uh <00:25:54.613>the <00:25:54.768>question <00:25:54.924>is <00:25:55.080>um 00:25:57.190 --> 00:25:57.200 align:start position:0% <00:25:57.190>Um <00:25:57.191>and <00:25:57.192>from <00:25:57.193>him. <00:25:57.194>Uh <00:25:57.195>the <00:25:57.196>question <00:25:57.197>is <00:25:57.199>um 00:25:57.200 --> 00:25:59.830 align:start position:0% <00:25:57.200>Um <00:25:57.316>and <00:25:57.433>from <00:25:57.550>him. <00:25:57.666>Uh <00:25:57.783>the <00:25:57.900>question <00:25:58.016>is <00:25:58.133>um <00:25:58.250>you <00:25:58.366>showed <00:25:58.483>scheduling <00:25:58.600>work 00:25:59.830 --> 00:25:59.840 align:start position:0% <00:25:59.830>you <00:25:59.832>showed <00:25:59.836>scheduling <00:25:59.839>work 00:25:59.840 --> 00:26:02.430 align:start position:0% <00:25:59.840>you <00:25:59.967>showed <00:26:00.094>scheduling <00:26:00.221>work <00:26:00.349>that <00:26:00.476>across <00:26:00.603>a <00:26:00.730>number <00:26:00.858>of <00:26:00.985>nodes <00:26:01.112>that <00:26:01.240>um 00:26:02.430 --> 00:26:02.440 align:start position:0% <00:26:02.430>that <00:26:02.431>across <00:26:02.432>a <00:26:02.433>number <00:26:02.435>of <00:26:02.436>nodes <00:26:02.437>that <00:26:02.439>um 00:26:02.440 --> 00:26:05.110 align:start position:0% <00:26:02.440>that <00:26:02.533>across <00:26:02.626>a <00:26:02.720>number <00:26:02.813>of <00:26:02.906>nodes <00:26:03.000>that <00:26:03.093>um <00:26:03.186>uses <00:26:03.280>the <00:26:03.373>same <00:26:03.466>GPU, <00:26:03.560>so <00:26:03.653>a <00:26:03.746>fraction, <00:26:03.840>right? 00:26:05.110 --> 00:26:05.120 align:start position:0% <00:26:05.110>uses <00:26:05.111>the <00:26:05.112>same <00:26:05.113>GPU, <00:26:05.115>so <00:26:05.116>a <00:26:05.117>fraction, <00:26:05.119>right? 00:26:05.120 --> 00:26:06.950 align:start position:0% <00:26:05.120>uses <00:26:05.219>the <00:26:05.320>same <00:26:05.419>GPU, <00:26:05.520>so <00:26:05.620>a <00:26:05.719>fraction, <00:26:05.820>right? <00:26:05.919>Is <00:26:06.020>the <00:26:06.120>alternate <00:26:06.219>possible, <00:26:06.320>where <00:26:06.419>if <00:26:06.520>I 00:26:06.950 --> 00:26:06.960 align:start position:0% <00:26:06.950>Is <00:26:06.951>the <00:26:06.953>alternate <00:26:06.954>possible, <00:26:06.956>where <00:26:06.957>if <00:26:06.959>I 00:26:06.960 --> 00:26:09.350 align:start position:0% <00:26:06.960>Is <00:26:07.067>the <00:26:07.175>alternate <00:26:07.283>possible, <00:26:07.390>where <00:26:07.498>if <00:26:07.606>I <00:26:07.713>have <00:26:07.821>discrete <00:26:07.929>nodes, <00:26:08.036>each <00:26:08.144>node <00:26:08.252>has <00:26:08.360>like 00:26:09.350 --> 00:26:09.360 align:start position:0% <00:26:09.350>have <00:26:09.351>discrete <00:26:09.352>nodes, <00:26:09.354>each <00:26:09.356>node <00:26:09.357>has <00:26:09.359>like 00:26:09.360 --> 00:26:11.870 align:start position:0% <00:26:09.360>have <00:26:09.467>discrete <00:26:09.575>nodes, <00:26:09.683>each <00:26:09.790>node <00:26:09.898>has <00:26:10.006>like <00:26:10.113>its <00:26:10.221>own <00:26:10.329>dedicated <00:26:10.436>GPU <00:26:10.544>attached, <00:26:10.652>can <00:26:10.760>I 00:26:11.870 --> 00:26:11.880 align:start position:0% <00:26:11.870>its <00:26:11.871>own <00:26:11.873>dedicated <00:26:11.874>GPU <00:26:11.876>attached, <00:26:11.877>can <00:26:11.879>I 00:26:11.880 --> 00:26:13.990 align:start position:0% <00:26:11.880>its <00:26:11.996>own <00:26:12.113>dedicated <00:26:12.230>GPU <00:26:12.346>attached, <00:26:12.463>can <00:26:12.580>I <00:26:12.696>spread <00:26:12.813>a <00:26:12.930>workload <00:26:13.046>across <00:26:13.163>multiple <00:26:13.280>GPUs, 00:26:13.990 --> 00:26:14.000 align:start position:0% <00:26:13.990>spread <00:26:13.991>a <00:26:13.993>workload <00:26:13.995>across <00:26:13.997>multiple <00:26:13.999>GPUs, 00:26:14.000 --> 00:26:15.910 align:start position:0% <00:26:14.000>spread <00:26:14.140>a <00:26:14.280>workload <00:26:14.420>across <00:26:14.560>multiple <00:26:14.700>GPUs, <00:26:14.840>therefore <00:26:14.980>using <00:26:15.120>more <00:26:15.260>compute <00:26:15.400>across 00:26:15.910 --> 00:26:15.920 align:start position:0% <00:26:15.910>therefore <00:26:15.912>using <00:26:15.914>more <00:26:15.916>compute <00:26:15.919>across 00:26:15.920 --> 00:26:16.990 align:start position:0% <00:26:15.920>therefore <00:26:16.080>using <00:26:16.241>more <00:26:16.401>compute <00:26:16.562>across <00:26:16.722>different <00:26:16.883>nodes? 00:26:16.990 --> 00:26:17.000 align:start position:0% <00:26:16.990>different <00:26:16.999>nodes? 00:26:17.000 --> 00:26:19.190 align:start position:0% <00:26:17.000>different <00:26:17.127>nodes? <00:26:17.254>>> <00:26:17.381>Yes. <00:26:17.509>So, <00:26:17.636>you <00:26:17.763>can <00:26:17.890>mix <00:26:18.018>and <00:26:18.145>match, <00:26:18.272>and <00:26:18.400>this 00:26:19.190 --> 00:26:19.200 align:start position:0% <00:26:19.190>>> <00:26:19.191>Yes. <00:26:19.192>So, <00:26:19.193>you <00:26:19.194>can <00:26:19.195>mix <00:26:19.196>and <00:26:19.197>match, <00:26:19.198>and <00:26:19.199>this 00:26:19.200 --> 00:26:20.870 align:start position:0% <00:26:19.200>>> <00:26:19.307>Yes. <00:26:19.415>So, <00:26:19.523>you <00:26:19.630>can <00:26:19.738>mix <00:26:19.846>and <00:26:19.953>match, <00:26:20.061>and <00:26:20.169>this <00:26:20.276>is <00:26:20.384>the <00:26:20.492>question <00:26:20.600>where 00:26:20.870 --> 00:26:20.880 align:start position:0% <00:26:20.870>is <00:26:20.873>the <00:26:20.876>question <00:26:20.879>where 00:26:20.880 --> 00:26:23.350 align:start position:0% <00:26:20.880>is <00:26:21.035>the <00:26:21.191>question <00:26:21.346>where <00:26:21.502>I <00:26:21.657>mentioned <00:26:21.813>earlier <00:26:21.968>that <00:26:22.124>for <00:26:22.280>vcluster, 00:26:23.350 --> 00:26:23.360 align:start position:0% <00:26:23.350>I <00:26:23.351>mentioned <00:26:23.353>earlier <00:26:23.355>that <00:26:23.357>for <00:26:23.359>vcluster, 00:26:23.360 --> 00:26:26.270 align:start position:0% <00:26:23.360>I <00:26:23.467>mentioned <00:26:23.575>earlier <00:26:23.683>that <00:26:23.790>for <00:26:23.898>vcluster, <00:26:24.006>you <00:26:24.113>can <00:26:24.221>have <00:26:24.329>a <00:26:24.436>mode <00:26:24.544>where <00:26:24.652>you <00:26:24.760>target 00:26:26.270 --> 00:26:26.280 align:start position:0% <00:26:26.270>you <00:26:26.271>can <00:26:26.272>have <00:26:26.273>a <00:26:26.275>mode <00:26:26.276>where <00:26:26.277>you <00:26:26.279>target 00:26:26.280 --> 00:26:28.230 align:start position:0% <00:26:26.280>you <00:26:26.435>can <00:26:26.591>have <00:26:26.746>a <00:26:26.902>mode <00:26:27.057>where <00:26:27.213>you <00:26:27.368>target <00:26:27.524>dedicated <00:26:27.680>infrastructure. 00:26:28.230 --> 00:26:28.240 align:start position:0% <00:26:28.230>dedicated <00:26:28.239>infrastructure. 00:26:28.240 --> 00:26:28.470 align:start position:0% <00:26:28.240>dedicated <00:26:28.309>infrastructure. <00:26:28.378>>> <00:26:28.447>Yeah. 00:26:28.470 --> 00:26:28.480 align:start position:0% <00:26:28.470>>> <00:26:28.479>Yeah. 00:26:28.480 --> 00:26:30.990 align:start position:0% <00:26:28.480>>> <00:26:28.620>Yeah. <00:26:28.760>>> <00:26:28.900>So, <00:26:29.040>you <00:26:29.180>can <00:26:29.320>say <00:26:29.460>my <00:26:29.600>vcluster <00:26:29.740>number <00:26:29.880>one 00:26:30.990 --> 00:26:31.000 align:start position:0% <00:26:30.990>>> <00:26:30.991>So, <00:26:30.992>you <00:26:30.993>can <00:26:30.994>say <00:26:30.995>my <00:26:30.996>vcluster <00:26:30.997>number <00:26:30.999>one 00:26:31.000 --> 00:26:33.710 align:start position:0% <00:26:31.000>>> <00:26:31.093>So, <00:26:31.186>you <00:26:31.280>can <00:26:31.373>say <00:26:31.466>my <00:26:31.560>vcluster <00:26:31.653>number <00:26:31.746>one <00:26:31.840>runs <00:26:31.933>on <00:26:32.026>those <00:26:32.120>nodes. <00:26:32.213>No <00:26:32.306>other <00:26:32.400>workloads 00:26:33.710 --> 00:26:33.720 align:start position:0% <00:26:33.710>runs <00:26:33.711>on <00:26:33.713>those <00:26:33.714>nodes. <00:26:33.716>No <00:26:33.717>other <00:26:33.719>workloads 00:26:33.720 --> 00:26:36.270 align:start position:0% <00:26:33.720>runs <00:26:33.827>on <00:26:33.935>those <00:26:34.043>nodes. <00:26:34.150>No <00:26:34.258>other <00:26:34.366>workloads <00:26:34.473>can <00:26:34.581>be <00:26:34.689>scheduled <00:26:34.796>there, <00:26:34.904>and <00:26:35.012>no <00:26:35.120>other 00:26:36.270 --> 00:26:36.280 align:start position:0% <00:26:36.270>can <00:26:36.271>be <00:26:36.273>scheduled <00:26:36.274>there, <00:26:36.276>and <00:26:36.277>no <00:26:36.279>other 00:26:36.280 --> 00:26:38.430 align:start position:0% <00:26:36.280>can <00:26:36.379>be <00:26:36.480>scheduled <00:26:36.580>there, <00:26:36.680>and <00:26:36.780>no <00:26:36.879>other <00:26:36.980>clusters <00:26:37.080>can <00:26:37.180>see <00:26:37.280>it <00:26:37.379>at <00:26:37.480>all. <00:26:37.580>And <00:26:37.680>there 00:26:38.430 --> 00:26:38.440 align:start position:0% <00:26:38.430>clusters <00:26:38.431>can <00:26:38.432>see <00:26:38.433>it <00:26:38.435>at <00:26:38.436>all. <00:26:38.437>And <00:26:38.439>there 00:26:38.440 --> 00:26:41.070 align:start position:0% <00:26:38.440>clusters <00:26:38.527>can <00:26:38.615>see <00:26:38.702>it <00:26:38.790>at <00:26:38.877>all. <00:26:38.965>And <00:26:39.052>there <00:26:39.140>you <00:26:39.227>can <00:26:39.315>set <00:26:39.402>up <00:26:39.490>your <00:26:39.577>Kai <00:26:39.665>scheduler <00:26:39.752>to <00:26:39.840>use 00:26:41.070 --> 00:26:41.080 align:start position:0% <00:26:41.070>you <00:26:41.071>can <00:26:41.072>set <00:26:41.073>up <00:26:41.074>your <00:26:41.075>Kai <00:26:41.076>scheduler <00:26:41.077>to <00:26:41.079>use 00:26:41.080 --> 00:26:43.270 align:start position:0% <00:26:41.080>you <00:26:41.173>can <00:26:41.266>set <00:26:41.360>up <00:26:41.453>your <00:26:41.546>Kai <00:26:41.639>scheduler <00:26:41.733>to <00:26:41.826>use <00:26:41.919>whatever <00:26:42.013>fraction <00:26:42.106>you <00:26:42.199>want, <00:26:42.293>and <00:26:42.386>then <00:26:42.480>you 00:26:43.270 --> 00:26:43.280 align:start position:0% <00:26:43.270>whatever <00:26:43.271>fraction <00:26:43.273>you <00:26:43.274>want, <00:26:43.276>and <00:26:43.277>then <00:26:43.279>you 00:26:43.280 --> 00:26:45.790 align:start position:0% <00:26:43.280>whatever <00:26:43.387>fraction <00:26:43.495>you <00:26:43.603>want, <00:26:43.710>and <00:26:43.818>then <00:26:43.926>you <00:26:44.033>can <00:26:44.141>have <00:26:44.249>other <00:26:44.356>vclusters <00:26:44.464>maybe <00:26:44.572>reuse <00:26:44.680>the 00:26:45.790 --> 00:26:45.800 align:start position:0% <00:26:45.790>can <00:26:45.791>have <00:26:45.793>other <00:26:45.794>vclusters <00:26:45.796>maybe <00:26:45.797>reuse <00:26:45.799>the 00:26:45.800 --> 00:26:46.950 align:start position:0% <00:26:45.800>can <00:26:45.915>have <00:26:46.030>other <00:26:46.145>vclusters <00:26:46.260>maybe <00:26:46.375>reuse <00:26:46.490>the <00:26:46.605>same <00:26:46.720>node <00:26:46.835>pool. 00:26:46.950 --> 00:26:46.960 align:start position:0% <00:26:46.950>same <00:26:46.954>node <00:26:46.959>pool. 00:26:46.960 --> 00:26:47.950 align:start position:0% <00:26:46.960>same <00:26:47.041>node <00:26:47.122>pool. <00:26:47.203>>> <00:26:47.284>No, <00:26:47.365>no, <00:26:47.446>I <00:26:47.527>don't <00:26:47.608>mean <00:26:47.689>the <00:26:47.770>slicing <00:26:47.851>and 00:26:47.950 --> 00:26:47.960 align:start position:0% <00:26:47.950>>> <00:26:47.951>No, <00:26:47.952>no, <00:26:47.953>I <00:26:47.954>don't <00:26:47.955>mean <00:26:47.956>the <00:26:47.957>slicing <00:26:47.959>and 00:26:47.960 --> 00:26:48.750 align:start position:0% <00:26:47.960>>> <00:26:48.019>No, <00:26:48.078>no, <00:26:48.137>I <00:26:48.197>don't <00:26:48.256>mean <00:26:48.315>the <00:26:48.374>slicing <00:26:48.434>and <00:26:48.493>dicing <00:26:48.552>is <00:26:48.611>like <00:26:48.671>this. 00:26:48.750 --> 00:26:48.760 align:start position:0% <00:26:48.750>dicing <00:26:48.753>is <00:26:48.756>like <00:26:48.759>this. 00:26:48.760 --> 00:26:49.990 align:start position:0% <00:26:48.760>dicing <00:26:48.870>is <00:26:48.981>like <00:26:49.092>this. <00:26:49.202>>> <00:26:49.313>I <00:26:49.424>don't <00:26:49.534>mean <00:26:49.645>fraction, <00:26:49.756>I <00:26:49.867>mean 00:26:49.990 --> 00:26:50.000 align:start position:0% <00:26:49.990>>> <00:26:49.991>I <00:26:49.993>don't <00:26:49.994>mean <00:26:49.996>fraction, <00:26:49.997>I <00:26:49.999>mean 00:26:50.000 --> 00:26:51.910 align:start position:0% <00:26:50.000>>> <00:26:50.107>I <00:26:50.215>don't <00:26:50.323>mean <00:26:50.430>fraction, <00:26:50.538>I <00:26:50.646>mean <00:26:50.753>multiplicit. <00:26:50.861>You <00:26:50.969>know <00:26:51.076>what <00:26:51.184>I <00:26:51.292>mean? <00:26:51.400>So, 00:26:51.910 --> 00:26:51.920 align:start position:0% <00:26:51.910>multiplicit. <00:26:51.911>You <00:26:51.913>know <00:26:51.914>what <00:26:51.916>I <00:26:51.917>mean? <00:26:51.919>So, 00:26:51.920 --> 00:26:54.270 align:start position:0% <00:26:51.920>multiplicit. <00:26:52.027>You <00:26:52.135>know <00:26:52.243>what <00:26:52.350>I <00:26:52.458>mean? <00:26:52.566>So, <00:26:52.673>like <00:26:52.781>instead <00:26:52.889>of <00:26:52.996>dividing <00:26:53.104>work <00:26:53.212>among <00:26:53.320>the 00:26:54.270 --> 00:26:54.280 align:start position:0% <00:26:54.270>like <00:26:54.271>instead <00:26:54.273>of <00:26:54.274>dividing <00:26:54.276>work <00:26:54.277>among <00:26:54.279>the 00:26:54.280 --> 00:26:56.270 align:start position:0% <00:26:54.280>like <00:26:54.455>instead <00:26:54.629>of <00:26:54.805>dividing <00:26:54.980>work <00:26:55.155>among <00:26:55.330>the <00:26:55.504>same <00:26:55.680>GPU 00:26:56.270 --> 00:26:56.280 align:start position:0% <00:26:56.270>same <00:26:56.279>GPU 00:26:56.280 --> 00:26:58.510 align:start position:0% <00:26:56.280>same <00:26:56.435>GPU <00:26:56.591>using <00:26:56.746>many <00:26:56.902>GPUs <00:26:57.057>in <00:26:57.213>parallel. <00:26:57.368>I <00:26:57.524>can <00:26:57.680>do 00:26:58.510 --> 00:26:58.520 align:start position:0% <00:26:58.510>using <00:26:58.511>many <00:26:58.512>GPUs <00:26:58.513>in <00:26:58.515>parallel. <00:26:58.516>I <00:26:58.517>can <00:26:58.519>do 00:26:58.520 --> 00:26:58.950 align:start position:0% <00:26:58.520>using <00:26:58.563>many <00:26:58.606>GPUs <00:26:58.649>in <00:26:58.692>parallel. <00:26:58.735>I <00:26:58.778>can <00:26:58.821>do <00:26:58.864>that <00:26:58.907>too. 00:26:58.950 --> 00:26:58.960 align:start position:0% <00:26:58.950>that <00:26:58.959>too. 00:26:58.960 --> 00:27:01.550 align:start position:0% <00:26:58.960>that <00:26:59.087>too. <00:26:59.214>>> <00:26:59.341>Yes, <00:26:59.469>I <00:26:59.596>mean <00:26:59.723>this <00:26:59.850>is <00:26:59.978>so <00:27:00.105>you <00:27:00.232>don't <00:27:00.360>even 00:27:01.550 --> 00:27:01.560 align:start position:0% <00:27:01.550>>> <00:27:01.551>Yes, <00:27:01.552>I <00:27:01.553>mean <00:27:01.553>this <00:27:01.554>is <00:27:01.556>so <00:27:01.557>you <00:27:01.558>don't <00:27:01.559>even 00:27:01.560 --> 00:27:03.630 align:start position:0% <00:27:01.560>>> <00:27:01.642>Yes, <00:27:01.724>I <00:27:01.807>mean <00:27:01.889>this <00:27:01.971>is <00:27:02.054>so <00:27:02.136>you <00:27:02.218>don't <00:27:02.301>even <00:27:02.383>need <00:27:02.465>K <00:27:02.548>I <00:27:02.630>scheduler <00:27:02.712>for <00:27:02.795>this. <00:27:02.877>You <00:27:02.960>just 00:27:03.630 --> 00:27:03.640 align:start position:0% <00:27:03.630>need <00:27:03.631>K <00:27:03.632>I <00:27:03.633>scheduler <00:27:03.635>for <00:27:03.636>this. <00:27:03.637>You <00:27:03.639>just 00:27:03.640 --> 00:27:06.430 align:start position:0% <00:27:03.640>need <00:27:03.740>K <00:27:03.840>I <00:27:03.940>scheduler <00:27:04.040>for <00:27:04.140>this. <00:27:04.240>You <00:27:04.340>just <00:27:04.440>can <00:27:04.540>schedule <00:27:04.640>normal <00:27:04.740>workloads <00:27:04.840>and <00:27:04.940>for <00:27:05.040>V 00:27:06.430 --> 00:27:06.440 align:start position:0% <00:27:06.430>can <00:27:06.431>schedule <00:27:06.433>normal <00:27:06.434>workloads <00:27:06.436>and <00:27:06.437>for <00:27:06.439>V 00:27:06.440 --> 00:27:08.470 align:start position:0% <00:27:06.440>can <00:27:06.567>schedule <00:27:06.694>normal <00:27:06.821>workloads <00:27:06.949>and <00:27:07.076>for <00:27:07.203>V <00:27:07.330>cluster <00:27:07.458>you <00:27:07.585>can <00:27:07.712>configure <00:27:07.840>internally 00:27:08.470 --> 00:27:08.480 align:start position:0% <00:27:08.470>cluster <00:27:08.472>you <00:27:08.474>can <00:27:08.476>configure <00:27:08.479>internally 00:27:08.480 --> 00:27:11.430 align:start position:0% <00:27:08.480>cluster <00:27:08.607>you <00:27:08.734>can <00:27:08.861>configure <00:27:08.989>internally <00:27:09.116>each <00:27:09.243>virtual <00:27:09.370>cluster <00:27:09.498>so <00:27:09.625>that <00:27:09.752>it <00:27:09.880>uses 00:27:11.430 --> 00:27:11.440 align:start position:0% <00:27:11.430>each <00:27:11.431>virtual <00:27:11.433>cluster <00:27:11.434>so <00:27:11.436>that <00:27:11.437>it <00:27:11.439>uses 00:27:11.440 --> 00:27:13.950 align:start position:0% <00:27:11.440>each <00:27:11.556>virtual <00:27:11.673>cluster <00:27:11.790>so <00:27:11.906>that <00:27:12.023>it <00:27:12.140>uses <00:27:12.256>whatever <00:27:12.373>infrastructure <00:27:12.490>you <00:27:12.606>want <00:27:12.723>it <00:27:12.840>to 00:27:13.950 --> 00:27:13.960 align:start position:0% <00:27:13.950>whatever <00:27:13.951>infrastructure <00:27:13.953>you <00:27:13.955>want <00:27:13.957>it <00:27:13.959>to 00:27:13.960 --> 00:27:16.150 align:start position:0% <00:27:13.960>whatever <00:27:14.076>infrastructure <00:27:14.193>you <00:27:14.310>want <00:27:14.426>it <00:27:14.543>to <00:27:14.660>use. <00:27:14.776>So <00:27:14.893>you <00:27:15.010>can <00:27:15.126>just <00:27:15.243>spread <00:27:15.360>your 00:27:16.150 --> 00:27:16.160 align:start position:0% <00:27:16.150>use. <00:27:16.151>So <00:27:16.153>you <00:27:16.154>can <00:27:16.156>just <00:27:16.157>spread <00:27:16.159>your 00:27:16.160 --> 00:27:17.430 align:start position:0% <00:27:16.160>use. <00:27:16.274>So <00:27:16.388>you <00:27:16.502>can <00:27:16.617>just <00:27:16.731>spread <00:27:16.845>your <00:27:16.960>workloads <00:27:17.074>however <00:27:17.188>you <00:27:17.303>want. 00:27:17.430 --> 00:27:17.440 align:start position:0% <00:27:17.430>workloads <00:27:17.433>however <00:27:17.436>you <00:27:17.439>want. 00:27:17.440 --> 00:27:18.670 align:start position:0% <00:27:17.440>workloads <00:27:17.540>however <00:27:17.641>you <00:27:17.741>want. <00:27:17.842>>> <00:27:17.943>Thank <00:27:18.043>you <00:27:18.144>so <00:27:18.245>much. <00:27:18.345>One <00:27:18.446>more <00:27:18.547>time 00:27:18.670 --> 00:27:18.680 align:start position:0% <00:27:18.670>>> <00:27:18.671>Thank <00:27:18.672>you <00:27:18.673>so <00:27:18.675>much. <00:27:18.676>One <00:27:18.677>more <00:27:18.679>time 00:27:18.680 --> 00:27:20.150 align:start position:0% <00:27:18.680>>> <00:27:18.812>Thank <00:27:18.944>you <00:27:19.076>so <00:27:19.209>much. <00:27:19.341>One <00:27:19.473>more <00:27:19.606>time <00:27:19.738>everybody <00:27:19.870>Piotr <00:27:20.003>Janusz. 00:27:20.150 --> 00:27:20.160 align:start position:0% <00:27:20.150>everybody <00:27:20.154>Piotr <00:27:20.159>Janusz. 00:27:20.160 --> 00:27:21.030 align:start position:0% <00:27:20.160>everybody <00:27:20.316>Piotr <00:27:20.473>Janusz. <00:27:20.629>>> <00:27:20.786>Thank <00:27:20.943>you. 00:27:21.030 --> 00:27:21.040 align:start position:0% <00:27:21.030>>> <00:27:21.034>Thank <00:27:21.039>you. 00:27:21.040 --> 00:27:23.750 align:start position:0% <00:27:21.040>>> <00:27:21.240>Thank <00:27:21.440>you. <00:27:21.639>>> <00:27:21.840>Thank <00:27:22.040>you <00:27:22.240>so <00:27:22.440>much. 00:27:23.750 --> 00:27:23.760 align:start position:0% <00:27:23.750>>> <00:27:23.752>Thank <00:27:23.754>you <00:27:23.756>so <00:27:23.759>much. 00:27:23.760 --> 00:27:26.390 align:start position:0% <00:27:23.760>>> <00:27:23.860>Thank <00:27:23.960>you <00:27:24.060>so <00:27:24.160>much. <00:27:24.260>>> <00:27:24.360>All <00:27:24.460>right, <00:27:24.560>we <00:27:24.660>are <00:27:24.760>at <00:27:24.860>the <00:27:24.960>end. <00:27:25.060>We <00:27:25.160>have 00:27:26.390 --> 00:27:26.400 align:start position:0% <00:27:26.390>>> <00:27:26.391>All <00:27:26.392>right, <00:27:26.393>we <00:27:26.394>are <00:27:26.395>at <00:27:26.396>the <00:27:26.397>end. <00:27:26.398>We <00:27:26.399>have 00:27:26.400 --> 00:27:28.910 align:start position:0% <00:27:26.400>>> <00:27:26.477>All <00:27:26.555>right, <00:27:26.633>we <00:27:26.711>are <00:27:26.788>at <00:27:26.866>the <00:27:26.944>end. <00:27:27.022>We <00:27:27.100>have <00:27:27.177>like <00:27:27.255>one <00:27:27.333>more <00:27:27.411>talk. <00:27:27.488>It's <00:27:27.566>very <00:27:27.644>sad. <00:27:27.722>I <00:27:27.800>was 00:27:28.910 --> 00:27:28.920 align:start position:0% <00:27:28.910>like <00:27:28.911>one <00:27:28.912>more <00:27:28.913>talk. <00:27:28.914>It's <00:27:28.915>very <00:27:28.916>sad. <00:27:28.917>I <00:27:28.919>was 00:27:28.920 --> 00:27:31.110 align:start position:0% <00:27:28.920>like <00:27:29.007>one <00:27:29.095>more <00:27:29.182>talk. <00:27:29.270>It's <00:27:29.357>very <00:27:29.445>sad. <00:27:29.532>I <00:27:29.620>was <00:27:29.707>starting <00:27:29.795>to <00:27:29.882>have <00:27:29.970>fun <00:27:30.057>just <00:27:30.145>now. <00:27:30.232>Um <00:27:30.320>we 00:27:31.110 --> 00:27:31.120 align:start position:0% <00:27:31.110>starting <00:27:31.111>to <00:27:31.112>have <00:27:31.113>fun <00:27:31.115>just <00:27:31.116>now. <00:27:31.117>Um <00:27:31.119>we 00:27:31.120 --> 00:27:33.350 align:start position:0% <00:27:31.120>starting <00:27:31.219>to <00:27:31.320>have <00:27:31.419>fun <00:27:31.520>just <00:27:31.620>now. <00:27:31.719>Um <00:27:31.820>we <00:27:31.919>have <00:27:32.020>one <00:27:32.120>more <00:27:32.219>talk <00:27:32.320>coming <00:27:32.419>up <00:27:32.520>talking 00:27:33.350 --> 00:27:33.360 align:start position:0% <00:27:33.350>have <00:27:33.351>one <00:27:33.352>more <00:27:33.354>talk <00:27:33.356>coming <00:27:33.357>up <00:27:33.359>talking 00:27:33.360 --> 00:27:35.630 align:start position:0% <00:27:33.360>have <00:27:33.467>one <00:27:33.575>more <00:27:33.683>talk <00:27:33.790>coming <00:27:33.898>up <00:27:34.006>talking <00:27:34.113>about <00:27:34.221>scaling <00:27:34.329>but <00:27:34.436>for <00:27:34.544>the <00:27:34.652>Super <00:27:34.760>Bowl. 00:27:35.630 --> 00:27:35.640 align:start position:0% <00:27:35.630>about <00:27:35.631>scaling <00:27:35.633>but <00:27:35.634>for <00:27:35.636>the <00:27:35.637>Super <00:27:35.639>Bowl. 00:27:35.640 --> 00:27:37.670 align:start position:0% <00:27:35.640>about <00:27:35.740>scaling <00:27:35.840>but <00:27:35.940>for <00:27:36.040>the <00:27:36.140>Super <00:27:36.240>Bowl. <00:27:36.340>This <00:27:36.440>is <00:27:36.540>a <00:27:36.640>massive <00:27:36.740>event <00:27:36.840>in <00:27:36.940>America. <00:27:37.040>Uh 00:27:37.670 --> 00:27:37.680 align:start position:0% <00:27:37.670>This <00:27:37.671>is <00:27:37.672>a <00:27:37.673>massive <00:27:37.675>event <00:27:37.676>in <00:27:37.677>America. <00:27:37.679>Uh 00:27:37.680 --> 00:27:39.230 align:start position:0% <00:27:37.680>This <00:27:37.773>is <00:27:37.866>a <00:27:37.959>massive <00:27:38.052>event <00:27:38.145>in <00:27:38.238>America. <00:27:38.331>Uh <00:27:38.424>how <00:27:38.517>do <00:27:38.610>you <00:27:38.703>make <00:27:38.796>sure <00:27:38.889>not <00:27:38.982>not <00:27:39.075>everything 00:27:39.230 --> 00:27:39.240 align:start position:0% <00:27:39.230>how <00:27:39.231>do <00:27:39.232>you <00:27:39.233>make <00:27:39.235>sure <00:27:39.236>not <00:27:39.237>not <00:27:39.239>everything 00:27:39.240 --> 00:27:41.310 align:start position:0% <00:27:39.240>how <00:27:39.340>do <00:27:39.440>you <00:27:39.540>make <00:27:39.640>sure <00:27:39.740>not <00:27:39.840>not <00:27:39.940>everything <00:27:40.040>dies <00:27:40.140>when <00:27:40.240>a <00:27:40.340>million <00:27:40.440>billion <00:27:40.540>people <00:27:40.640>visit 00:27:41.310 --> 00:27:41.320 align:start position:0% <00:27:41.310>dies <00:27:41.311>when <00:27:41.312>a <00:27:41.314>million <00:27:41.316>billion <00:27:41.317>people <00:27:41.319>visit 00:27:41.320 --> 00:27:43.950 align:start position:0% <00:27:41.320>dies <00:27:41.427>when <00:27:41.535>a <00:27:41.643>million <00:27:41.750>billion <00:27:41.858>people <00:27:41.966>visit <00:27:42.073>your <00:27:42.181>website. <00:27:42.289>So <00:27:42.396>that's <00:27:42.504>coming <00:27:42.612>up <00:27:42.720>soon 00:27:43.950 --> 00:27:43.960 align:start position:0% <00:27:43.950>your <00:27:43.951>website. <00:27:43.953>So <00:27:43.954>that's <00:27:43.956>coming <00:27:43.957>up <00:27:43.959>soon 00:27:43.960 --> 00:27:46.110 align:start position:0% <00:27:43.960>your <00:27:44.053>website. <00:27:44.146>So <00:27:44.240>that's <00:27:44.333>coming <00:27:44.426>up <00:27:44.520>soon <00:27:44.613>in <00:27:44.706>in <00:27:44.800>about <00:27:44.893>uh <00:27:44.986>10 <00:27:45.080>minutes. <00:27:45.173>Uh <00:27:45.266>but <00:27:45.360>for 00:27:46.110 --> 00:27:46.120 align:start position:0% <00:27:46.110>in <00:27:46.111>in <00:27:46.112>about <00:27:46.113>uh <00:27:46.114>10 <00:27:46.115>minutes. <00:27:46.116>Uh <00:27:46.117>but <00:27:46.119>for 00:27:46.120 --> 00:27:47.070 align:start position:0% <00:27:46.120>in <00:27:46.173>in <00:27:46.226>about <00:27:46.280>uh <00:27:46.333>10 <00:27:46.387>minutes. <00:27:46.440>Uh <00:27:46.494>but <00:27:46.547>for <00:27:46.600>now <00:27:46.654>thank <00:27:46.707>you <00:27:46.761>for <00:27:46.814>coming. <00:27:46.868>We'll <00:27:46.921>see <00:27:46.975>you 00:27:47.070 --> 00:27:47.080 align:start position:0% <00:27:47.070>now <00:27:47.071>thank <00:27:47.072>you <00:27:47.073>for <00:27:47.075>coming. <00:27:47.076>We'll <00:27:47.077>see <00:27:47.079>you 00:27:47.080 --> 00:27:49.800 align:start position:0% <00:27:47.080>now <00:27:47.207>thank <00:27:47.334>you <00:27:47.461>for <00:27:47.589>coming. <00:27:47.716>We'll <00:27:47.843>see <00:27:47.970>you <00:27:48.098>at <00:27:48.225>the <00:27:48.352>next <00:27:48.480>talk.