~/talk

Count-Based Abstractions for Performance Verification of Contention Points

Talkat NSDI '26 · 2026-05-04..05-06· [networking, distributed-systems]
github:seyhani
links:none on file
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Develops a count+window abstraction that tracks small windows of per-class packet counts plus overflow barriers to bound reordering and trade precision for size. Arrays model memory per packet and fails beyond tens of packets while pure counts scale but allow pathological reordering; setting window size to buffer capacity yields the same verification results as prior array models on FRoof benchmarks and makes verification largely insensitive to buffer capacity up to realistic hundreds or thousands of packets. A modular tool decouples buffers from mediation logic so multiple buffer models plug in and scale benefits appear in evaluation.

AI-written summary · about

  1. 0:00Introduction
  2. 1:22Contention points in networks
  3. 2:47Buffers for performance verification
  4. 4:52Limitations of count-only buffers
  5. 6:37Counts plus windows model
  6. 8:44Windowing enforces ordering
  7. 10:48Choosing window size
  8. 11:50Evaluating buffer model
  9. 13:15Case studies and results
  10. 14:20Array vs count-based models
  11. 15:00Decoupling buffer models
  12. 15:42Additional topics
  13. 16:03Key takeaways and concluding remarks
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