标题:Slack-time-aware energy efficient scheduling for multiprocessor SoCs
作者:Li, Xin ;Jia, Zhiping ;Ju, Lei
作者机构:[Li, Xin ;Jia, Zhiping ;Ju, Lei ] School of Computer Science and Technology, Shandong University, Jinan, China
会议名称:15th IEEE International Conference on High Performance Computing and Communications, HPCC 2013 and 11th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC 2013
会议日期:13 November 2013 through 15 November 2013
来源:Proceedings - 2013 IEEE International Conference on High Performance Computing and Communications, HPCC 2013 and 2013 IEEE International Conference on Embedded and Ubiquitous Computing, EUC 2013
出版年:2014
页码:278-285
DOI:10.1109/HPCC.and.EUC.2013.48
关键词:DVFS; ILP; MPSoC; scheduling; thermal
摘要:Variable task execution time causes more complexity in task scheduling and thermal management. In this paper, we introduce a discrete probability distribution model to capture the variation of task execution time. And then we propose a slack-time-aware two-phase scheduling framework for parallel applications running on heterogeneous MPSoCs. It exploits slack time among tasks with precedence constraints and scale up or down processor frequency dynamically to control processor power and temperature. In the offline phase, considering expected execution times of tasks and a total deadline, an integer linear programming (ILP) method is designed to create an allocation solution for all tasks to mi-nimize expected energy consumption. In the online phase, the scheduler dynamically scales frequency or migrates tasks to reduce hotspots of all processors. In particular, the slack-time-aware framework takes into account static and dynamic slack time to schedule tasks such that the energy consumption is minimized. Experimental results show that our proposed algorithm decreases energy consumption by 5.2% in comparison with the pessimistic solution (using the worst case execution time), while maintaining a low deadline miss ratio. © 2013 IEEE.
收录类别:EI;SCOPUS
Scopus被引频次:3
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84904016619&doi=10.1109%2fHPCC.and.EUC.2013.48&partnerID=40&md5=6ee00204598cf21b416cfa5369a80031
TOP