支持异构和分布式交换机的处理器上的DAG结构化应用程序的能量感知调度

Venkateswaran Shekar, B. Izadi
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引用次数: 21

摘要

越来越强大和更快的处理器的趋势导致了功耗的巨大增加。本文的重点是在异构环境中使用支持DVS的处理器来调度任务,以最大限度地减少执行时间和能量消耗。提出的算法,称为能量动态水平调度(EDLS),通过引入影响调度决策的成本因素,有利于低能耗处理器。我们的方案允许在能源消耗和期望的性能之间进行权衡。我们的模拟结果显示,在总体执行时间合理增加的情况下,显著节省了功耗。此外,我们的研究结果表明,节能与处理器异质性的增加之间存在高度的相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy aware scheduling for DAG structured applications on heterogeneous and DVS enabled processors
The trend towards ever more powerful and faster processors has led to an enormous increase in power consumption. This paper focuses on scheduling tasks in a heterogeneous environment with DVS enabled processors to minimize both execution time and energy consumed. The proposed algorithm, called Energy-Dynamic Level Scheduling (EDLS), favors low-energy consuming processors by introducing a cost factor that affects scheduling decisions. Our scheme allows for trade offs between energy consumption and the desired performance. Our simulation results exhibit significant power savings at a reasonable increase in overall execution time. Moreover, our results demonstrates a high degree of correlation between the energy saving and the increase in the heterogeneity of processors.
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