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Metrics We Care About
CS
Colin Scott
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Metrics We Care About
by
Colin Scott
1. MCS minimality
1.1. Big section on effectiveness of timing heuristics
1.2. Deep dive into a handful of cases
2. Scalability
2.1. Scaling graph (already included)
2.2. Back of envelope calc of limits of different designs
2.3. Demonstrate cases where replay/dd work on very long traces
3. Developer time saved
3.1. A/B test on developer time spent
4. Non-determinism
4.1. Stack graph of effectiveness of different techniques for mitigating non-determinism
4.2. MCS size vs. intermediate retries experiment
5. Number/relevance of bugs found
5.1. Find more bugs
5.2. Submit patches after debugging complete
5.3. Very thoroughly document cases where STS was *not* useful and why.
6. Overhead for instrumentation
6.1. Document LOC needed to instrument
6.2. Evaluate effectiveness of non-determinism mitigation techniques and their relative complexity
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