~/talk

10 things you didn’t know your data could do for you

Talkat AWS re:Invent 2022 · 2022-11-28..12-02· [databases, data-visualization]
slides:none on file

20,000 soccer player records sit in MongoDB Atlas and get combined with a TikTok HTTPS feed via data federation so queries run across S3, Atlas and HTTP without ETL, and serverless compute charges only when queried. A GraphQL endpoint plus custom resolvers call serverless functions to fetch TikTok videos and aggregate results with $search and $out into S3 or collections. Global clusters auto‑shard by geography for low latency, Realm mobile sync runs with a few lines of code, and client side field‑level encryption and queryable encryption protect user data.

AI-written summary · about

  1. 0:00Intro
  2. 1:48Databases were working with you only expected
  3. 2:53Change
  4. 4:28Nosql
  5. 7:38Data Federation
  6. 8:06Data Federation Architecture
  7. 8:48Complete Compute Plane
  8. 9:09Demo
  9. 9:38Query Data
  10. 12:08Aggregations
  11. 13:29GraphQL
  12. 17:21Data connectors
  13. 18:02Drive diverse workloads
  14. 20:33Drive application functionality
  15. 23:16Custom User Experience
  16. 24:04Deeper User Engagement
  17. 26:45Triggering Events
  18. 28:08Inspiration
  19. 30:09Analytics
  20. 31:40New tools
  21. 32:39Growth
  22. 33:19Global clusters
  23. 38:11Serverless
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