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Title | How Much Does Memory Layout Impact Performance? A Wide Study |
Publication Type | Conference Paper |
Year of Publication | 2014 |
Authors | Oliveira, A., J-C. Petkovich, and S. Fischmeister |
Conference Name | Proceedings of the International Workshop on Reproducible Research Methodologies (REPRODUCE) |
Pagination | 23–28 |
Date Published | February |
Conference Location | Orlando, USA |
Abstract | Memory layout variations are often cited as a threat to the reproducibility of computer performance experiments. Previous research has shown worst-case effects as large as 300% of execution time, among other surprising cases. While these are worrying results, how frequent and widespread are these large effects? To answer this question, this paper presents a wide-scale evaluation of memory layout effects on the performance of a large subset of the SPECCPU2006 benchmark suite on a wide array of diverse machines. We find that on average, these benchmarks are not as susceptible to memory layout effects as the worst-case analysis found in the literature suggests. Finally, we re-execute our own experiment and demonstrate why the reproducibility of an experiment's result should not depend on its data being perfectly reproducible. |
Refereed Designation | Refereed |