~/talk

The Decentralized Data Access Revolution

Talkat SQLBits 2024 · 2024-03-19..03-23· [data-engineering, software-architecture]
links:none on file
slides:none on file

Argues that shifting from a push/ingest to a serve and pull model cuts duplication and time-to-insight by letting domains own and publish consumable analytical Data Mesh products, backed by a domain-agnostic shared data platform, automated catalog and virtualization layer. Recommends federated governance, product-thinking for datasets, and closer operational/analytical integration. Warns decentralization is pointless for very small orgs (~50–100 people) and can create silos if governance, discoverability and reference-data strategies aren’t enforced.

AI-written summary · about

  1. 0:00Decentralization in data
  2. 1:56Centralized vs decentralized
  3. 3:21Domain-driven design
  4. 5:52Data mesh model
  5. 7:16Shared platform & products
  6. 8:42Federated governance
  7. 10:11Architecture challenges
  8. 12:20Domain decomposition
  9. 13:25Product thinking for data
  10. 14:28Unifying operational & analytical
  11. 15:53Data fabric & platform
  12. 17:04How not to mess up data mesh implementation
  13. 17:48When to decentralize
  14. 18:52Data lake purpose
  15. 19:33Balancing approaches
  16. 20:15Closing remarks
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