~/talk

How Ticketmaster runs Kubernetes for 80% less without managing VMs

Talkat AWS re:Invent 2019 · 2019-12-02..12-06· [kubernetes, serverless]
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Ticketmaster moves its Kubernetes worker fleet onto Spotinst Ocean to run 100 percent of EC2 on Spot Instances with programmatic fallback and eliminate manual VM ops. Results: a 5x improvement in resource utilization, about 60% cost reduction versus prior VM setups, and cluster packing that reaches ~80% CPU and memory allocation. The team automates container-driven node sizing, heterogeneous instance families, fast node boot (3–4 minutes), and safe fallbacks to On‑Demand when spot capacity vanishes.

AI-written summary · about

  1. 0:00Intro
  2. 0:30About Aerco
  3. 4:15Kubernetes Anatomy
  4. 7:30Instant Sizing Layer
  5. 9:58Container to Even Scaling
  6. 14:38Instance Pricing
  7. 17:39Cost Savings
  8. 19:52Container Orchestration
  9. 26:53DevOps
  10. 32:33Deployment
  11. 35:58Application
  12. 41:28Lessons learned
  13. 44:11How things change over time
  14. 51:11Summary
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