~/talk

Modular Storage Mode Analysis

Talkat HOPE 2026 · on Monday, 2026-08-24· [compilers-and-language-design]
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Claims a modular storage mode analysis that works across compilation units and is now adopted in MLKit, replacing the old conservative local analysis. Implementation ties region inference and a region flow graph to Reml’s gradual annotations, supports region resets, and yields concrete memory wins on a TCP/IP-layer case study: region-only runs hit ~34 MB, a tag-based GC plus regions drops to ~234 KB (2:1 live ratio), and the precision GC experiment reaches ~184 KB (2:1) or ~533 KB at 10:1. Progress/preservation proofs are underway.

AI-written summary · about

  1. 0:00Modular storage mode analysis
  2. 2:51Region-based memory management
  3. 12:54Reverse function storage
  4. 17:54Old storage limits
  5. 20:06New modular approach
  6. 26:17Type system soundness
  7. 27:26Practical GC applications
  8. 30:45Future work and conclusion
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