PEACH: A Model for Performance and Energy Aware Cooperative Hybrid Computing

Authors

Rong Ge, Marquette UniversityFollow
Xizhou Feng, Marquette UniversityFollow
Martin Burtscher, Texas State University - San Marcos
Ziliang Zong, Texas State University - San MarcosFollow

Document Type

Conference Proceeding

Language

eng

Format of Original

1 p.

Publication Date

2014

Publisher

Association for Computing Machinery

Source Publication

Proceedings of the 11th ACM Conference on Computing Frontiers

Source ISSN

9781450328708

Original Item ID

doi: 10.1145/2597917.2597948

Abstract

Accelerator-based heterogeneous systems become increasingly important to high performance computing because of their potentials to deliver high performance and energy efficiency. To fully realize this potential, parallel software must utilize both host processors and accelerators' computing power and power-aware capabilities. We develop PEACH, a model for Performance and Energy Aware Cooperative Hybrid computing. PEACH explores judicious workload distribution between hosts and accelerators and intelligent energy-aware scheduling for further performance and energy efficiency gains on heterogenous systems. With a few system- and application-dependent parameters, PEACH accurately captures the performance and energy impact of workload distribution and energy-aware scheduling.

Comments

Published as part of the proceedings of The 11th ACM Conference on Computing Frontiers, 2014: 24. DOI.

Recommended Citation

Ge, Rong; Feng, Xizhou; Burtscher, Martin; and Zong, Ziliang, "PEACH: A Model for Performance and Energy Aware Cooperative Hybrid Computing" (2014). Mathematics, Statistics and Computer Science Faculty Research and Publications. 261.
https://epublications.marquette.edu/mscs_fac/261