科研成果详情

题名An efficient dynamic energy-aware application mapping algorithm for multicore processors
作者
发表日期2016-05-17
会议名称6th International Conference on Digital Information Processing and Communications, ICDIPC 2016
会议录名称2016 6th International Conference on Digital Information Processing and Communications, ICDIPC 2016
页码119-124
会议日期21 April 2016 - 23 April 2016
会议地点Beirut
摘要

We propose and analyse an efficient energy-aware application mapping algorithm for dynamic multicore systems. Computer systems integrate more and more processor cores in a single chip due to the limitation of frequency. Not only desktop and server processors, but also mobile processors are equipped with eight or even ten cores. Modern applications have increased focus on parallel computation due to the multicore trend. Mapping applications to the processor without optimization can lead to performance loss and system efficiency degradation. The energy efficiency of multicore systems is especially important for battery-driven devices. We investigate the energy consumption of data transmission in multicore chips. The consumption is divided into router energy and link energy. We discuss the total energy required for transferring data across nodes in a multicore processor. Based on the energy model and application model, we propose an energy-aware mapping algorithm which maps applications in two different ways. We evaluate the proposed algorithm with other algorithms by using synthetic and real applications. The synthetic workloads proved that the proposed algorithm can be executed dynamically with a negligible time overhead, while the energy consumption reduced significantly. Results from four applications show that the power consumption of the proposed algorithm has reduced by 20.2% and 13.4% compared with the first fit and incremental algorithms respectively.

DOI10.1109/ICDIPC.2016.7470803
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语种英语English
Scopus入藏号2-s2.0-84974803080
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被引频次[WOS]:0   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/9297
专题个人在本单位外知识产出
作者单位
Department of Information Technology,University of Turku,Turku,Finland
推荐引用方式
GB/T 7714
Xu, Thomas Canhao,Leppänen, Ville. An efficient dynamic energy-aware application mapping algorithm for multicore processors[C], 2016: 119-124.
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