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Efficient task assignment and scheduling on MPSOC with STT-RAM based hybrid SPMs considering data allocation

  • East China Normal University
  • Chongqing University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Be aware enough of the fact that performance gap between CPU and memory, employing novel memory techniques in embedded systems is a feasible way to reduce the performance gap. For MPSoC which is equipped with SRAM and STTRAM based hybrid SPMs, data can be effectively parallel accessed. This paper explores data allocation, task assignment and scheduling on MPSoC with SRAM and STT-RAM based hybrid SPMs. We proposed a mixed integer quadratically constrained program(MIQCP) formulations and a heuristic method (HA) to generates optimal and near optimal data allocation, task assignment, and scheduling solution. Experimental results show that MIQCP and HA can reduce 32.6% and 20.1% schedule length on average.

源语言英语
主期刊名Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017
编辑Gregorio Martinez, Richard Hill, Geoffrey Fox, Peter Mueller, Guojun Wang
出版商Institute of Electrical and Electronics Engineers Inc.
794-800
页数7
ISBN(电子版)9781538637906
DOI
出版状态已出版 - 25 5月 2018
活动15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017 - Guangzhou, 中国
期限: 12 12月 201715 12月 2017

出版系列

姓名Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017

会议

会议15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017
国家/地区中国
Guangzhou
时期12/12/1715/12/17

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