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What happens-after the first race? enhancing the predictive power of dynamic race detection

Talkat OOPSLA 2018 · 2018-11-07..11-09· [concurrency]
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slides:none on file

Proposes schedulable happens-before (SHB), a partial order that exactly characterizes which HB-unordered conflicting accesses are actually schedulable races, and gives a linear-time vector clock algorithm that adds an extra per-location vector clock to track last writes. Implements the algorithm in Java, runs on traces up to ~200 million events, and finds HB tools (e.g., ThreadSanitizer/FastTrack) report about twice as many warnings (hundreds of thousands, e.g., ~750k) of which manual inspection shows many false positives; SAT-based feasibility does not scale.

AI-written summary · about

  1. 0:00Start
  2. 0:53Dynamic Race Detection
  3. 2:52Happens-Before: Soundness Guarantee
  4. 5:23Why Detect Multiple Races?
  5. 14:02Vector-clock algorithm for SHB
  6. 14:45Implementation
  7. 18:01Concluding Remarks
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