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Time Matters: Minimizing Garbage Collection Overhead with Minimal Effort

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2015

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Geselllschaft für Informatik e.V.

Zusammenfassung

Parameterization of garbage collectors can help improving the overall run time of programs, but finding the best parameter combination is a tedious task. We used a simple brute-force optimization algorithm for the Java Parallel GC to study the behavior of benchmarks with thousands of configurations. As a result of this study, we propose a practically usable strategy for finding a “good” parameter combination with a small number of experiments. Using this strategy, only 10 configurations need to be tested in order to reduce the garbage collection time down to 21% (56% on average). For the studied benchmarks, this results in an overall performance gain of up to 13%.

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Blaschek, Günther; Lengauer, Philipp (2015): Time Matters: Minimizing Garbage Collection Overhead with Minimal Effort. Softwaretechnik-Trends Band 35, Heft 3. Bonn: Geselllschaft für Informatik e.V.. PISSN: 0720-8928. Sonderteil: Proceedings of the Symposium on Software Performance (SSP) 2015, 4. - 6. November 2015, Munich, Germany

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