Performance Regression Testing of Concurrent Classes

Developers of thread-safe classes struggle with two oppos-ing goals. The class must be correct, which requires syn-chronizing concurrent accesses, and the class should pro-vide reasonable performance, which is difficult to realize in the presence of unnecessary synchronization. Validating the performance of a thread-safe class is challenging because it requires diverse workloads that use the class, because ex-isting performance analysis techniques focus on individual bottleneck methods, and because reliably measuring the per-formance of concurrent executions is difficult. This paper presents SpeedGun, an automatic performance regression testing technique for thread-safe classes. The key idea is to generate multi-threaded performance tests and to com-pare two versions of a class with each other. The analysis notifies developers when changing a thread-safe class signif-icantly influences the performance of clients of this class. An evaluation with 113 pairs of classes from popular Java projects shows that the analysis effectively identifies 13 per-formance differences, including performance regressions that the respective developers were not aware of