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How to Manage High-Bandwidth Memory Automatically

Talkat Managing Memory 2025 · 2025-09-29..10-03· [computer-vision]
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Implements a concurrent hash table that keeps each bucket as a multiword block and tries a single cache-line read via a sequence-number check, falling back to a thread-local allocated copy with a versioned pointer so updates linearize on a CAS. Demonstrated on 10M entries with 4-word blocks: sequence locks match fast sequential throughput but collapse under oversubscription, while the indirection+version design gives lock-free under oversubscription scaling with only modest allocation overhead; a wait-free variant needs doubling memory.

AI-written summary · about

  1. 0:00Introduction
  2. 1:10Concurrent hash table library
  3. 6:56Concurrent hash table challenges
  4. 11:58Sequential hash table performance
  5. 16:40Sharding and locks problems
  6. 25:52Atomic multi-word operations goals
  7. 33:42Protocol implementation
  8. 40:14Hash table performance
  9. 43:11Key conclusions
  10. 45:45Q&A
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