~/talk

Arctic: A Practical Lock-Free Adaptive Radix Tree

name:Newton Ni
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Arctic is a lock‑free adaptive radix tree that uses a freezing‑based coordination protocol and edge‑in‑parent layout to perform compress/replace operations with a single 16‑byte CAS, plus a novel hazard keys SMR that reclaims nodes by comparing prefixes to published operation keys. Evaluation on 80 cores with YCSB shows 1.2×–2.8× throughput over the next best index, stable scaling past 80 threads, memory reclamation effective up to Zipf 0.99, and end‑to‑end gains when plugged into RocksDB and Turso (up to 40% and 12%).

AI-written summary · about

  1. 0:00Arctic introduction
  2. 1:04Concurrent index importance
  3. 2:51Lock freedom vs performance
  4. 3:36Prefix tree primer
  5. 5:22Edge compression
  6. 6:45Node compression
  7. 8:10Concurrency design impact
  8. 9:34Memory reclamation challenges
  9. 11:01Hazard keys for SMR
  10. 13:13Evaluation setup
  11. 14:40Read-heavy YCSBA
  12. 15:01Read-only and scan results
  13. 15:21Memory usage efficiency
  14. 16:23Conclusion
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