Beyond Reuse Distance Analysis: Dynamic Analysis for Characterization of Data Locality Potential

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Provided by: Association for Computing Machinery
Topic: Hardware
Format: PDF
Emerging computer architectures will feature drastically decreased flops/byte (ratio of peak processing rate to memory bandwidth) as highlighted by recent studies on Exascale architectural trends. Further, flops are getting cheaper, while the energy cost of data movement is increasingly dominant. The understanding and characterization of data locality properties of computations is critical in order to guide efforts to enhance data locality. Reuse distance analysis of memory address traces is a valuable tool to perform data locality characterization of programs.
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