Analyzing the processor bottlenecks in SPEC CPU 2000

Joshua J. Yi, Ajay Joshi, Resit Sendag, Lieven Eeckhout, David J Lilja

Research output: Contribution to conferencePaperpeer-review

2 Scopus citations

Abstract

The performance of a processor is limited by the specific bottlenecks that a benchmark exposes while running on that processor. Since the quantification of these bottlenecks can be extremely time-consuming, our prior work proposed using the Plackett and Burman design as a statistically-rigorous, but time-efficient method of determining the processor's most significant performance bottlenecks. In this paper, we use the Plackett and Burman design to quantify the magnitude of the bottlenecks in the SPEC CPU 2000 benchmark suite from the viewpoints of both performance and energy consumption. We then use Principal Components Analysis, and hierarchical and K-means clustering algorithms to determine the similarity of the benchmarks based on their energy-delay production bottlenecks.

Original languageEnglish (US)
StatePublished - Dec 1 2006
EventSPEC Benchmark Workshop 2006 - Austin, TX, United States
Duration: Jan 23 2006Jan 23 2006

Other

OtherSPEC Benchmark Workshop 2006
CountryUnited States
CityAustin, TX
Period1/23/061/23/06

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