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Capacity and Stability Patterns

Talkat LISA17 · 2017-10-29..11-03· [distributed-systems]
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Eventbrite handles sudden on‑sales that can quadruple one endpoint’s traffic in a minute and serves 150M tickets last year, so engineering focuses on concrete measures: partitioning with bulkheads and dedicated pools, gradual rollouts behind feature flags (gargoyle fork), a waiting room queue to shed load, bounded Redis queues in a Django‑channels service framework, Varnish + ESI outer/inner caching with 5s TTL and a MySQL‑binlog driven invalidation service, plus iptables/nginx rate limits and strict timeouts.

AI-written summary · about

  1. 0:00Intro
  2. 0:56Systems
  3. 3:40Stability
  4. 10:24Canary testing
  5. 12:45Feature flags
  6. 14:36Graceful degradation
  7. 18:12Load shedding
  8. 23:39Timeouts
  9. 26:17Caching
  10. 27:01Invalidation strategies
  11. 33:34Capacity Planning
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