~/talk

Serverless or Containers? Who Cares Pick Both!

Talkat NDC Melbourne 2025 · 2025-04-29..05-01· [serverless, kubernetes]
slides:none on file

A pizza menu microservice is prototyped on functions (AWS Lambda, Azure Functions) then refactored to containers (ECS/Fargate, Azure Container Apps) after telemetry shows intermittent 1s API responses caused by cold starts; analysis finds cold starts <1% of invokes. Recommendation: run synchronous, latency-sensitive APIs as long‑lived containers and asynchronous workers as short‑lived functions; use ports and adapters to keep business logic portable; example routes 60–70% small files to Lambda and large files to ECS with the same container image.

AI-written summary · about

  1. 0:00Software development complexity
  2. 3:14First microservice from monolith
  3. 12:19Serverless spectrum and compute
  4. 21:47Cold starts in serverless
  5. 30:14Ports and adapters design
  6. 40:00Sync vs async patterns
  7. 46:37Serverless or containers?
  8. 51:28Lambda and ECS example
  9. 53:36Q&A
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