~/talk

Data warehousing reinvented for today’s needs

Talkat AWS Summit Ottawa 2022 · on Thursday, 2022-09-08· [databases, machine-learning]
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Amazon Redshift claims independent compute/storage with RA3 nodes (RA3.xlplus, RA3.4xl, RA3.16xl), queries exabytes via Redshift Spectrum, runs ML training and inference in-cluster with Redshift ML, and offers a REST-style Data API plus cross-account data sharing. Concurrency scaling spins up transient clusters on spikes (one free hour/day → ~30 free hours/month; 97% of customers use it free), materialized views support incremental refresh and auto query rewrite, and Serverless provides pay-for-usage RPUs and automatic scaling. Security uses IAM, KMS and Canadian CCCS compliance.

AI-written summary · about

  1. 0:00Introduction to Redshift
  2. 1:20Redshift architecture
  3. 4:44Modern data architecture
  4. 7:12Data analysis capabilities
  5. 10:15Price and performance
  6. 11:30Data security and compliance
  7. 13:35Advanced data features
  8. 23:26Autonomics and optimization
  9. 37:11Redshift Serverless
  10. 40:27Use cases and next steps
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