WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2026 Europe - Virtual Stage • Jul 2, 2026 • Session details

Tracking vehicles at scale

Thorsten Riess

Trackonix bypassed complex microservices to track fleets at massive scale. Pushing logic to PostgreSQL and leveraging client-side DuckDB-Wasm dropped their analytics server costs to absolute zero.

Pause
Mute Enter Fullscreen
#1 about 4 min

Managing fleet telemetry complexity at production scale

How a small team handles heterogeneous vehicle data and peak ingestion rates without over-engineering.

#2 about 3 min

Adopting a single source of truth architecture

Minimizing integration points and reconciliation overhead by keeping logic close to the primary data store.

#3 about 2 min

Running operations with single-purpose infrastructure tools

Using discrete HashiCorp binaries for infrastructure management to avoid the complexity of full orchestration platforms.

#4 about 3 min

Leveraging managed serverless databases for primary storage

Consolidating analytical and spatial workloads into a single transactional database with compute and storage separation.

#5 about 6 min

Implementing stateful streaming logic inside a database

Replacing external stream processors with recursive SQL functions to run Kalman filters directly on incoming telemetry.

#6 about 3 min

Real-time trip sessionization using database triggers

Generating continuous session aggregations from raw events without a message broker or consumer queue.

#7 about 6 min

Resolving temporal graph structures with relational tables

Enforcing conflict resolution and cycle detection for moving hierarchical relationships using standard SQL constraints.

#8 about 3 min

Querying cold storage directly from the browser

Offloading historical data access to object storage and client-side analytical engines to bypass backend query layers.

#9 about 4 min

Evaluating architectural tradeoffs and final system lessons

Assessing the costs of running heavy computation inside the database and defining guidelines for system scaling.

Matching moments

3:01 min

Time-series data management with PostgreSQL and TimescaleDB

Michele Giacobazzi Michele Giacobazzi · Europe 2026 Virtual

2:02 min

Data structures, unique identifiers, and platform scaling

Tonci Zilic · World Congress 2022

3:00 min

Inspecting a real-time fleet management telemetry dashboard

Dubravko Dolic +1 · World Congress 2021

3:42 min

Managing high-traffic infrastructure without chasing technology hype

Josip Stuhli Josip Stuhli · Coffee With Developers

2:11 min

Building a custom vehicle telemetry platform on AWS

Tonci Zilic · World Congress 2022

2:36 min

Modern application stacks and real-time data requirements

Tim Faulkes · LIVE

More from World Congress 2026 Europe - Virtual Stage

One Does Not Simply Make Architecture Decisions Alone thumbnail
36:15
3 months ago

One Does Not Simply Make Architecture Decisions Alone

Vladas Diržys

From Black Box to Glass Box : Bedrock AgentCore Observability thumbnail
21:15
3 months ago

From Black Box to Glass Box : Bedrock AgentCore Observability

Yasemin Aktürk

Leading in Rhythm: How Women Make Better Decisions with Biological Intelligence thumbnail
30:41
3 months ago

Leading in Rhythm: How Women Make Better Decisions with Biological Intelligence

Julia Grosse

Better Together: Leveraging Your Observability Tools as a SIEM thumbnail
39:06
3 months ago

Better Together: Leveraging Your Observability Tools as a SIEM

Mathias Palmersheim

ChatGPT Apps: From Chat to Checkout thumbnail
30:29
3 months ago

ChatGPT Apps: From Chat to Checkout

Aaron Koivunen

Interior Decorating (TypeScript Decorators) thumbnail
29:22
3 months ago

Interior Decorating (TypeScript Decorators)

Michael Dowden

Upcoming sessions on this topic

Open session

How We Cut Our API's p99 Latency from Minutes to Under a Second

  • Deepak Agrawal

    Atlassian

    Principal Software Engineer

Open session

We Deleted Our Observability Stack and Rebuilt It with OTEL: 12 Engineers to 4 at 20K+ clusters

  • Yash Sharma

    DigitalOcean

    Developer Advocate

Open session

Architecting Trusted AI: Coupling Multi-Agent Systems with dbt Semantic Store for Zero-Hallucination

  • Pushkar Mishra

    J.P. Morgan

    Senior Vice President

Open session

Multi-Cloud Isn't a Project. It's a Side Effect.

  • Antonio Mendoza Pérez

    Temporal Technologies

    Staff Developer Success Engineer

  • Gaurav Thadani

    Temporal

    Staff Developer Success Engineer

Open session

How 8 GPUs Became 16: Rethinking LLM Inference Through Parallelism, Memory, and Runtime Design

  • Purnima Kumari

    DigitalOCean

    Sr. Solutions Architect II

Open session

From Profiler to Production: Measuring What Actually Matters in React & React Native

  • Andrei Tazetdinov

    Dynatrace

    React Native Developer

Related videos

Remote Driving on Plant Grounds with State-of-the-Art Cloud Technologies thumbnail
48:54
LIVE • about 5 years ago

Remote Driving on Plant Grounds with State-of-the-Art Cloud Technologies

Oliver Zimmert

Fleet Management - Reinvented thumbnail
16:54
World Congress 2022 • over 4 years ago

Fleet Management - Reinvented

Tonci Zilic

Leveraging Real time data in FSIs thumbnail
41:51
LIVE • almost 3 years ago

Leveraging Real time data in FSIs

Tim Faulkes

TiDB, One Layer at a Time: How Distributed SQL Became an Agentic AI Backbone thumbnail
27:27
World Congress 2026 Europe • 3 months ago

TiDB, One Layer at a Time: How Distributed SQL Became an Agentic AI Backbone

Daniël van Eeden, Mattias Jonsson

Scaling: from 0 to 20 million users thumbnail
28:12
World Congress 2023 • about 3 years ago

Scaling: from 0 to 20 million users

Josip Stuhli

How building an industry DBMS differs from building a research one thumbnail
30:34
World Congress 2023 • about 3 years ago

How building an industry DBMS differs from building a research one

Markus Dreseler

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.