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Roofline: An Insightful Visual Performance Model For Multicore Architectures

By Samuel Williams, Andrew Waterman, David Patterson

Communications of the ACM, Vol. 52 No. 4, Pages 65-76
10.1145/1498765.1498785

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The Roofline model offers insight on how to improve the performance of multicore microprocessors whose design diversity exacerbates the jobs of programmers, compiler writers, and architects. 

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