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Test of Time Award Presentation

Talkat FAST '25 · 2025-02-25..02-27
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Efficient MRC construction uses deterministic spatial hashing to drive randomized sampling so full miss ratio curves are approximated from large traces without full-address tracking. The SHARDS algorithm produces very high accuracy, adds an adjusted SHARDS correction, and a constant-space variant that builds accurate MRCs for arbitrary trace length in under 1 MB of memory. It extends to ARC and LRU, scales to production traces, and spawns tooling and a company for cache sizing.

AI-written summary · about

  1. 0:00Test of Time Award intro
  2. 1:15Selection process & winner
  3. 3:00Authors on award-winning paper
  4. 6:22Memory resource management history
  5. 14:35Authors' insights & experiences
  6. 19:57Adjusted shards algorithm details
  7. 20:19Research impact & future
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