~/talk

Serverless Systems That Won't Burn a Hole in Your Pocket

Talkat DevDays Europe 2024 · 2024-05-20..05-24· [serverless]
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Claims concrete savings and tools: switching to Arm yields 20% cost saving on Arm, provisioned concurrency—when sized to base load—can be 60% cheaper with provisioned concurrency, and rebalancing memory can make a 128MB job eight times faster at nearly the same cost. Practical fixes shown and measured: move heavy setup into init to cut cold-start invoke time from ~888ms to ~3ms, use Lambda Power Tuning and Compute Optimizer to pick memory, replace busy-wait Lambdas with Step Functions or EventBridge to eliminate idle billing.

AI-written summary · about

  1. 0:00Introduction
  2. 4:20Cost matters in serverless
  3. 5:22Lambda billing explained
  4. 11:11Memory latency vs throughput
  5. 15:23Optimizing cold starts
  6. 22:31Optimal memory allocation
  7. 25:18Reducing idle time
  8. 29:09Offloading requests
  9. 31:15Avoiding unnecessary invocations
  10. 33:21Direct integrations
  11. 37:19Cost optimization takeaways
  12. 39:06Q&A
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