World Congress 2023 • Nov 10, 2023

MLOps on Kubernetes: Exploring Argo Workflows

Hauke Brammer

How do you scale machine learning models from research to reproducible production? Discover how Argo Workflows orchestrates complex MLOps pipelines natively on Kubernetes clusters.

MLOps on Kubernetes: Exploring Argo Workflows thumbnail

Checking access…

Playback and chapters load privately for Free videos.

Matching moments

2:52 min

Automating discrete component pipelines using Argo Workflows

Anshul Jindal

Anshul Jindal · World Congress 2025

2:26 min

Introduction to GitOps and the Argo CD presentation

Liviu Costea · LIVE

2:59 min

Defining LLMOps and its workflow automation benefits

Maxim Salnikov

Maxim Salnikov · LIVE

3:56 min

Solving application deployment complexities using LLMOps pipelines

Anshul Jindal

Anshul Jindal · World Congress 2025

2:14 min

Differences between traditional MLOps and GenAIOps

Maxim Salnikov

Maxim Salnikov · World Congress 2025

2:48 min

Demonstrating an integrated LLMOps cluster deployment environment

Anshul Jindal

Anshul Jindal · World Congress 2025

More from World Congress 2023

The year 3000, a brief history of Web Development thumbnail

The year 3000, a brief history of Web Development

Lorenzo Pieri

Demografie nutzen um jedem Bewerber das passende Angebot zu machen! thumbnail

Demografie nutzen um jedem Bewerber das passende Angebot zu machen!

Nathalie Gierth

Passwordless future: WebAuthn and Passkeys in practice thumbnail

Passwordless future: WebAuthn and Passkeys in practice

Clemens Hübner · inovex

External Secrets Operator: the secrets management toolbox for self-sufficient teams thumbnail

External Secrets Operator: the secrets management toolbox for self-sufficient teams

Moritz Johner

Building Reliable Serverless Applications with AWS CDK and Testing thumbnail

Building Reliable Serverless Applications with AWS CDK and Testing

Fifty Shades of Kubernetes Autoscaling thumbnail

Fifty Shades of Kubernetes Autoscaling

Mario-Leander Reimer

Upcoming sessions on this topic

Build Enterprise-Grade Agentic Workflows with AI Agents and Distributed Transactions

Bharath MC

Oracle

Principal Platform Software Engineer
Pruthvithej R

Oracle

Lead Principal Platform Software Engineer

Engineering AI Strategy: Beyond the Hype

Omkar Srivastava

ADSK

Engineering Leader

Bypassing the GPU Tax: Smart Layer-7 Routing with Small Language Models (SLMs)

Sagar Utekar

CrowdStrike

SRE

Your AI Agents Are Bleeding Tokens: Building a Runtime Cost Control Plane for LLMs

Aakriti Aggarwal

IBM Research

Research Engineer
Bhavishya Pandit

66degrees

Leading AI Innovation

The Dream Team You Didn't Know You Had - Multi-Model, Multi-Agent, One Software Lifecycle

Aditya Dua

GitHub

Senior Manager, Field Services, SAARC

Moving from Panic to Process: Testing Your Way to a Successful K8s Migration

Keerthivaasan Kanagaraj

Freshworks

Lead Site Reliability
Dharani R A

Freshworks

Lead Site Reliability Engineer

Related videos

LLMOps-driven fine-tuning, evaluation, and inference with NVIDIA NIM & NeMo Microservices thumbnail

LLMOps-driven fine-tuning, evaluation, and inference with NVIDIA NIM & NeMo Microservices

Anshul Jindal · NVIDIA

World Congress · 2025

Get ready for operations by pull requests thumbnail

Get ready for operations by pull requests

Liviu Costea

LIVE · Feb 2021

The state of MLOps - machine learning in production at enterprise scale thumbnail

The state of MLOps - machine learning in production at enterprise scale

Bas Geerdink

LIVE · Mar 2022

DevOps for AI: running LLMs in production with Kubernetes and KubeFlow thumbnail

DevOps for AI: running LLMs in production with Kubernetes and KubeFlow

Aarno Aukia

LIVE · Oct 2024

Effective Machine Learning - Managing Complexity with MLOps thumbnail

Effective Machine Learning - Managing Complexity with MLOps

Simon Stiebellehner

World Congress · 2021

DevOps for Machine Learning thumbnail

DevOps for Machine Learning

Hauke Brammer

World Congress · 2021

Related articles

BB

Benedikt Bischof

MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production

Welcome to this issue of the WeAreDevelopers Live Talk series. This article recaps an interesting talk by Bas Geerdink who gave advice on MLOps.‍About the speaker:‍Bas is a programmer, scientist, a...

about 4 years ago

MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production

BB

Benedikt Bischof

MLOps – What’s the deal behind it?

Welcome to this issue of the WeAreDevelopers Live Talk series. This article recaps an interesting talk by Nico Axtmann who introduced us to MLOpsAbout the speaker:Nico Axtmann is a seasoned machine...

about 4 years ago

MLOps – What’s the deal behind it?

BB

Benedikt Bischof

MLOps And AI Driven Development

Welcome to this issue of the WeAreDevelopers Dev Talk Recap series. This article recaps an interesting talk by Natalie Pistunovic who spoke about the development of AI and MLOps. What you will lear...

over 4 years ago

MLOps And AI Driven Development

DC

Daniel Cranney

Building AI Solutions with Rust and Docker

In recent years, artificial intelligence has surged in popularity in the world of development. While Python remains a popular choice in the realm of AI, Rust - often known as Rust Lang - is quickly...

about 2 years ago

Building AI Solutions with Rust and Docker

From learning to earning

Jobs that call for the skills explored in this talk.

Senior Platform Engineer

Bochum, Germany

Expert Okta Vue.js Github

about 1 month ago

Machine Learning Engineer

Valladolid, Spain

Remote Twilio AutoGen Pytorch

about 2 months ago

Cloud Engineer (German)

Barcelona, Spain

5 days ago • Verified

Senior Data & AI Architect

reeeliance IM GmbH

Berlin, Germany

Expert Remote Python Microsoft SQL Server Cloud (AWS/Google/Azure)

Cloud-Native Architekt - Kubernetes, CNCF, MLOps

Osnabrück, Germany

Remote Git Github DevOps

about 2 months ago

Machine Learning Engineer

Córdoba, Spain

Twilio Pytorch Tensorflow