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Energy-Aware Fast Scheduling Heuristics in Heterogeneous Computing Systems

机译:异构计算系统中的能量感知快速调度启发式算法

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摘要

In heterogeneous computing systems it is crucial to sched- ule tasks in a manner that exploits the heterogeneity of the resources and applications to optimize systems perfor- mance. Moreover, the energy efficiency in these systems is of a great interest due to different concerns such as opera- tional costs and environmental issues associated to carbon emissions. In this paper, we present a series of original low complexity energy efficient algorithms for scheduling. The main idea is to map a task to the machine that executes it fastest while the energy consumption is minimum. On the practical side, the set of experimental results showed that the proposed heuristics perform as efficiently as related ap- proaches, demonstrating their applicability for the consid- ered problem and its good scalability.
机译:在异构计算系统中,至关重要的是以一种利用资源和应用程序的异构性来优化系统性能的方式来计划任务。此外,由于各种考虑因素,例如运营成本和与碳排放有关的环境问题,这些系统中的能效倍受关注。在本文中,我们提出了一系列原始的低复杂度节能算法进行调度。主要思想是将任务映射到在能耗最小的情况下最快执行该任务的机器。从实践的角度来看,一组实验结果表明,所提出的启发式方法的性能与相关方法一样有效,证明了它们在所考虑的问题上的适用性及其良好的可扩展性。

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