~/talk

Deep Dive talk | Resilience in Microservices with Congestion Control

Talkat TechSummit Amsterdam 2025 · on Tuesday, 2025-09-16· [microservices, distributed-systems]
links:none on file
slides:none on file

Shows a concrete Java Spring Boot implementation using a 30-slot LinkedBlockingQueue and a thread-pool plus DeferredResult to enforce bounded queueing and an age filter. Under a 60→120 rps spike the unguided server’s latencies climb to minutes while the guarded server stays in seconds, returns 429 responses for excess work, and recovers immediately. Grafana dashboards and a Docker Compose demo (code on GitHub) validate that measuring age and WIP metrics locally detects congestion early and successfully limits end-to-end client impact.

AI-written summary · about

  1. 0:00Introduction and welcome
  2. 1:51Why customer experience matters
  3. 6:24Measuring request flow in microservices
  4. 13:47Limiting queue size and age to control congestion
  5. 21:06Demo: Default vs improved server under load
  6. 28:46Resilience by design in microservices
  7. 34:03Summary and key takeaways
  8. 35:06Q&A session
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