~/talk

Document Lake – Highly Scalable Document Repository

Talkat Developers Summit 2021 · 2021-02-18..02-19· [data-engineering, databases]
links:none on file
slides:none on file

Centralized repository stores 5 billion documents (≈3 PB) across regions, ingests ~10 million files/day, and enforces immutable WORM retention with feed monitoring and traceability tied to regulatory rules. Storage uses an S3-compatible API layered on ECS object storage with chunking for many small files; metadata and OCR go into an ElasticSearch index (150+ nodes) for fast search and a hot/cold strategy, with index reconstruction within 24 hours and intended indexing SLAs around five minutes.

AI-written summary · about

  1. 0:00Introduction to Document Lake
  2. 2:18Purpose and evolution of Document Lake
  3. 8:56Use cases and regulatory requirements
  4. 13:52High-level architecture overview
  5. 18:06Storage and indexing deep dive
  6. 26:13Key learnings and conclusions
  7. 29:44Q&A session
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