World Congress 2026 Europe • Jul 9, 2026 • Session details

What If We've Been Scaling Stream Processing Wrong All Along?

Hartmut Armbruster

Stop paying the distribution tax for horizontal scale you never need. Vertical scaling on a single JVM easily handles billions of events daily while slashing latency by 30x.

What If We've Been Scaling Stream Processing Wrong All Along? thumbnail

Checking access…

Playback and chapters load privately for Free videos.

Matching moments

1:09 min

Evaluating mature stream processing frameworks for production systems

Soroosh Khodami Soroosh Khodami · World Congress 2024

4:30 min

Introducing data management and the shift to streaming

Mary Grygleski Mary Grygleski · LIVE

3:55 min

Infrastructure challenges when combining Kafka with Apache Flink

Bobur Umurzokov · LIVE

1:33 min

Overcoming typical barriers to real-time stream processing adoption

Bobur Umurzokov · LIVE

4:38 min

Operational complexities and performance optimization of stream applications

Denis Washington +1 · World Congress 2021

2:00 min

Moving from traditional databases to decoupled event streaming

Gerard Klijs · LIVE

Upcoming sessions on this topic

Open session

Lessons learned after 6.7T events through PostgreSQL queues

  • Mihir Gandhi

    Backend Engineer at RudderStack

Open session

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

  • Deepak Agrawal

    Atlassian

    Principal Software Engineer

Open session

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

  • Sagar Utekar

    CrowdStrike

    SRE

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

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

  • Yash Sharma

    DigitalOcean

    Developer Advocate

  • Sreeram Venkitesh

    DigitalOcean

    Senior Software Engineer

  • Kapil Gautam

    Digitalocean

    Software Engineer II

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