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Content Provider | IEEE Xplore Digital Library |
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Author | Bienia, C. Kumar, S. Kai Li |
Copyright Year | 2008 |
Description | Author affiliation: Dept. of Comput. Sci., Princeton Univ., Princeton, NJ (Bienia, C.) |
Abstract | The PARSEC benchmark suite was recently released and has been adopted by a significant number of users within a short amount of time. This new collection of workloads is not yet fully understood by researchers. In this study we compare the SPLASH-2 and PARSEC benchmark suites with each other to gain insights into differences and similarities between the two program collections. We use standard statistical methods and machine learning to analyze the suites for redundancy and overlap on chip-multiprocessors (CMPs). Our analysis shows that PARSEC workloads are fundamentally different from SPLASH-2 benchmarks. The observed differences can be explained with two technology trends, the proliferation of CMPs and the accelerating growth of world data. |
Starting Page | 47 |
Ending Page | 56 |
File Size | 201854 |
Page Count | 10 |
File Format | |
ISBN | 9781424427772 |
DOI | 10.1109/IISWC.2008.4636090 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2008-09-14 |
Publisher Place | USA |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Benchmark testing Distance measurement Principal component analysis Oceans Redundancy Data mining Sea measurements shared-memory computers benchmark suite performance measurement multithreading |
Content Type | Text |
Resource Type | Article |
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