~/talk

Building modern data lakes on Amazon S3

Talkat AWS Pi Week 2021 · 2021-03-15..03-18· [data-engineering]
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Amazon recommends building a lake on S3 with 11 nines durability and seven storage classes plus S3 Intelligent‑Tiering, then running analytics with Amazon S3 + Athena + Glue + Lake Formation and purpose‑built engines like EMR, Redshift, and Elasticsearch. Data movement uses Snowcone/Snowball/Snowmobile, DataSync, Transfer Acceleration, Transfer Family and Storage Gateway; Kinesis handles streaming. AWS reports tens of thousands of lakes on S3, strong consistency launched at re:Invent, and recent PrivateLink integration shows rapid customer uptake.

AI-written summary · about

  1. 0:00Introduction to data lakes
  2. 2:24Challenges and architectures
  3. 4:40Data movement strategies
  4. 16:31Closing remarks
  5. 16:46Partner ecosystem discussion
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