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- W2100495277 abstract "The multicore era has brought to an end the trend of doubling single-thread performance with each generation of microprocessors. To continue scaling programmers must parallelize existing single-threaded applications. A lack of tools makes identifying program features and data-dependence relationships that bottleneck parallel performance a cumbersome ad-hoc task. This paper presents SPARTAN, a tool that analyzes single-threaded applications, and points out the data-dependences that are likely to pose bottlenecks to parallel performance. In addition SPARTAN ranks the bottlenecks by giving an estimate of their impact on performance, so that these can be fixed in an appropriate order. We validate SPARTAN by showing improved parallel speedup on a benchmark application when the identified bottlenecks are removed." @default.
- W2100495277 created "2016-06-24" @default.
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- W2100495277 date "2009-05-01" @default.
- W2100495277 modified "2023-10-18" @default.
- W2100495277 title "SPARTAN: A software tool for Parallelization Bottleneck Analysis" @default.
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- W2100495277 doi "https://doi.org/10.1109/iwmse.2009.5071384" @default.
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