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Panel: Open Data Lakes

Panelat OSA Con 2021 · on Tuesday, 2021-11-02· [data-engineering, databases]
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Panel lays out a concrete PHAS3 stack: Presto for interactive SQL, Apache Hudi for atomic writes, AWS Glue as a serverless metadata catalog, and S3 for storage. Hudi adds transaction layer features — atomic file commits, updates/deletes, CDC, MVCC and optimistic concurrency — powering production lakes at TikTok (exabyte) and Uber (250–300 PB). Engines consume open formats like parquet with bloom-filter and other optimizations, enabling snapshot queries/time travel, multi-engine compatibility, and easier migration without vendor lock-in.

AI-written summary · about

  1. 0:00Start
  2. 2:57Vinoth Chandar
  3. 7:23Dipti Borkar | Ahana
  4. 15:28Roy Hasson
  5. 26:13Eric Kavanagh
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