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Rodinia: A benchmark suite for heterogeneous computing

Che, Shuai, Boyer, Michael, Meng, Jiayuan, Tarjan, David, Sheaffer, Jeremy W., Lee, Sang-Ha, Skadron, Kevin·2009·2009 IEEE International Symposium on Workload Characterization (IISWC)

Abstract

This paper presents and characterizes Rodinia, a benchmark suite for heterogeneous computing. To help architects study emerging platforms such as GPUs (Graphics Processing Units), Rodinia includes applications and kernels which target multi-core CPU and GPU platforms. The choice of applications is inspired by Berkeley's dwarf taxonomy. Our characterization shows that the Rodinia benchmarks cover a wide range of parallel communication patterns, synchronization techniques and power consumption, and has led to some important architectural insight, such as the growing importance of memory-bandwidth limitations and the consequent importance of data layout.

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Metadata

Authors
Che, S., Boyer, M., Meng, J., Tarjan, D., Sheaffer, J. W., Lee, S.-H., & Skadron, K.
Venue
2009 IEEE International Symposium on Workload Characterization (IISWC)
Publisher
IEEE
Published
2009-10
Pages
44-54
OpenAlex
W2080592089
Cited by
3,018
References
1
FWCI
34.01
Type
conference paper
Language
en
Open access
closed

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The paper
Che, S., Boyer, M., Meng, J., Tarjan, D., Sheaffer, J. W., Lee, S.-H., & Skadron, K. (2009). Rodinia: A benchmark suite for heterogeneous computing. 2009 IEEE International Symposium on Workload Characterization (IISWC). https://doi.org/10.1109/iiswc.2009.5306797

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