Coordinated power-performance optimization in manycores

Hiroshi Sasaki, Satoshi Imamura, Koji Inoue

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

31 被引用数 (Scopus)

抄録

Optimizing the performance in multiprogrammed environments, especially for workloads composed of multi-threaded programs is a desired feature of runtime management system in future manycore processors. At the same time, power capping capability is required in order to improve the reliability of microprocessor chips while reducing the costs of power supply and thermal budgeting. This paper presents a sophisticated runtime coordinated power-performance management system called C-3PO, which optimizes the performance of manycore processors under a power constraint by controlling two software knobs: thread packing, and dynamic voltage and frequency scaling (DVFS). The proposed solution distributes the power budget to each program by controlling the workload threads to be executed with appropriate number of cores and operating frequency. The power budget is distributed carefully in different forms (number of allocated cores or operating frequency) depending on the power-performance characteristics of the workload so that each program can effectively convert the power into performance. The proposed system is based on a heuristic algorithm which relies on runtime prediction of power and performance via hardware performance monitoring units. Empirical results on a 64-core platform show that C-3PO well outperforms traditional counterparts across various PARSEC workload mixes.

本文言語英語
ホスト出版物のタイトルPACT 2013 - Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques
ページ51-61
ページ数11
DOI
出版ステータス出版済み - 2013
イベント22nd International Conference on Parallel Architectures and Compilation Techniques, PACT 2013 - Edinburgh, 英国
継続期間: 9月 7 20139月 11 2013

出版物シリーズ

名前Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT
ISSN(印刷版)1089-795X

その他

その他22nd International Conference on Parallel Architectures and Compilation Techniques, PACT 2013
国/地域英国
CityEdinburgh
Period9/7/139/11/13

!!!All Science Journal Classification (ASJC) codes

  • ソフトウェア
  • 理論的コンピュータサイエンス
  • ハードウェアとアーキテクチャ

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