~/talk

SKQ: Event Scheduling for Optimizing Tail Latency in a Traditional OS Kernel

Talkat USENIX ATC '21 · 2021-07-14..07-16
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name:Haoyu Gu
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slides:none on file

Schedulable Kqueue (SKQ) replaces FreeBSD kqueue internals with a scalable architecture and event scheduler that routes events to per-thread queues and implements policies like CPU affinity, queue affinity, best-of-two and a hybrid policy. Evaluation on memcached and RocksDB shows concrete wins: up to 1022× tail-latency reduction and 27.4× longer low-latency throughput in RocksDB, 33% lower tail latency in memcached, and SKQ closes 83.7% of the gap to kernel-bypass (Shenango) on an imbalanced workload.

AI-written summary · about

  1. 0:00Intro
  2. 0:11SKQ: Event Scheduling for Optimizing Tail Latency in a Traditional OS Kernel
  3. 0:28The Latency Problem
  4. 1:11Sources of Latency
  5. 2:25Event-Driven Programming Models
  6. 4:28SKQ Usage
  7. 5:04SKQ Architecture
  8. 5:33Scalability Showdown: SKQ vs. Kqueue
  9. 6:18Performance Improvement: SKQ vs. Kqueue
  10. 6:55Scheduling Policies
  11. 7:05Challenges of Efficient Event Scheduling
  12. 8:28Cache Locality Policies in Memcached
  13. 9:06CPU Affinity vs. Queue Affinity
  14. 9:37Imbalanced Workload: RocksDB
  15. 9:58Load Balancing Policies
  16. 11:14Hybrid Policies
  17. 12:04SKQ vs. Kernel Bypass: Uniform 10 ps Workload
  18. 13:06SKQ vs. Kernel Bypass: Zipf-like Workload
  19. 14:31Policy Selection Guidelines
  20. 14:43Conclusion
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