~/talk

Serial: Improving Data Serialization on Android

Talkat droidcon San Francisco 2017 · 2017-11-05..11-06· [data-engineering, android]
links:none on file

Twitter for Android replaces Java Serializable with a custom framework called serial that uses explicit object serializers and static instances to write compact typed streams, adds version headers and a builder serializer to keep old rows readable, and prints structured stream dumps for clearer errors. One measured model (tweet entities) drops round‑trip from ~9ms to <3ms and stream size from ~2300 to ~500 bytes (≈3× faster, ≈5× smaller). Library is open source and used across the app.

AI-written summary · about

  1. 0:00Introduction and motivation
  2. 7:25Introducing Serial framework
  3. 12:03Stream structure and serialization
  4. 16:36Debugability and error handling
  5. 18:45Backwards compatibility with versions
  6. 21:37Performance improvements results
  7. 25:10Flexibility and integration
  8. 27:40Broader app improvements
  9. 29:05Open source and resources
  10. 30:06Q&A session
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