~/talk

Everything is serialization

Talkat RustFest Global 2020 · 2020-11-07..11-08· [rust, databases]
slides:none on file

Argues that byte representation drives performance and capability, then demonstrates with concrete case studies: parsing graphql (shows why quoted strings force copies and escaping), GPU vertex buffers (fixed-size arrays enable parallelism), and an implemented Rust format tree buff that reorders fields and applies type-aware compression. Benchmarks claim tree buff files are ~17× smaller than message pack and >2× faster, geojson becomes >10× faster and <1/3 the size, and a lossy float mode shrinks files below 1/10.

AI-written summary · about

  1. 0:00Start
  2. 9:38Case Studies
  3. 19:36Vertex Buffer
  4. 21:07The Serialization Format
  5. 22:37Data Dependencies
  6. 24:33Lossy Compression of Pi
  7. 27:03Calculating Offsets
  8. 38:08Variable Length Encoding
  9. 45:10Delta Compression
  10. 46:07Ease of Use and Engineering Effort
  11. 47:12Benchmarks
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