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This talk explains why performance optimization is difficult on modern hardware and presents Stabilizer for statistically sound evaluation and Coz for causal profiling. It demonstrates how these tools identify optimization opportunities in concurrent applications and improve systems such as Memcached and SQLite.
Syllabus
Intro
Luke
Prototype
Flow
Cool Hand Luke
ASCII Art
Back in the Day
Moores Law
Performance Improvement
App Store Updates
Performance Analysis
Null Hypothesis Testing
Randomization
Stabilizer
Benchmarks
Profilers
Causal Profiles
Audit
Progress Points
Causal Profiler
Parallel Applications
Deduplication
Hash function
Hash table
Conclusion
Taught by
Strange Loop Conference