The DaCapo benchmarks: java benchmarking development and analysis
Proceedings of the 21st annual ACM SIGPLAN conference on Object-oriented programming systems, languages, and applications
Statistically rigorous java performance evaluation
Proceedings of the 22nd annual ACM SIGPLAN conference on Object-oriented programming systems and applications
Producing wrong data without doing anything obviously wrong!
Proceedings of the 14th international conference on Architectural support for programming languages and operating systems
Evaluating the accuracy of Java profilers
PLDI '10 Proceedings of the 2010 ACM SIGPLAN conference on Programming language design and implementation
STABILIZER: statistically sound performance evaluation
Proceedings of the eighteenth international conference on Architectural support for programming languages and operating systems
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We call ourselves 'computer scientists', but are we scientists? If we are scientists, then we must practice the scientific method. This includes a solid experimental evaluation. In our experience, our experimental methodology is ad hoc at best, and nonexistent at worst. This workshop brings together experts from different areas of computer science to discuss, explore, and attempt to identify the principles of sound experimental evaluation