~/talk

Using Redis beyond caching

Talkat AWS re:Invent 2019 · 2019-12-02..12-06· [databases, distributed-systems]
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Shows Redis used as a primary data layer not just a cache: Redis Streams and RedisSearch power real-time pipelines and full‑text indexing, CRDT‑based active‑active geo replication (Redis Enterprise Cloud) supports multi‑region writes. Alliance Data stores 200k publishing transactions/hour with three‑node clusters per DC, gains 4x throughput and uptime jumps from ~70% to 97%+. Gap records ~25k ops/s (reads <3 ms) and ~10k writes/s (<1 ms), reporting ~100x search speed and 40x write improvements in production.

AI-written summary · about

  1. 0:00Introduction
  2. 0:32History of Redis
  3. 3:01About Alliance Data
  4. 5:00Why we needed Redis
  5. 10:03Why Redis Enterprise
  6. 14:22What are we doing next
  7. 17:21Gap fulfillment operations
  8. 19:12Gap business requirements
  9. 22:26Challenges
  10. 24:08Tradeoffs
  11. 25:52Collective metrics
  12. 28:45Why Redis
  13. 30:26Learnings
  14. 38:52Redis streams
  15. 40:07Ready Search
  16. 41:57Bloom
  17. 45:03Conflictfree data types
  18. 46:41Session management
  19. 48:23Compared to other solutions
  20. 49:27Active Active
  21. 50:04Tiered Memory
  22. 50:30Data is growing
  23. 50:53Tear data between DRAM and SSD
  24. 51:18Cost of replicated data
  25. 52:00Persistence memory
  26. 52:26Why use Redis
  27. 55:05Questions
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