Performance Prediction Based on Inherent Program Similarity

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Provided by: Association for Computing Machinery
Topic: Hardware
Format: PDF
A key challenge in benchmarking is to predict the performance of an application of interest on a number of platforms in order to determine which platform yields the best performance. This paper proposes an approach for doing this. The authors measure a number of microarchitecture-independent characteristics from the application of interest, and relate these characteristics to the characteristics of the programs from a previously profiled benchmark suite. Based on the similarity of the application of interest with programs in the benchmark suite, they make a performance prediction of the application of interest.
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