通过仿真优化调度算法推动绿色互联网计算

Guillem Cabrera, Hebert Pérez-Rosés, A. Juan, J. Marquès, J. Faulin
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引用次数: 2

摘要

本文介绍了仿真优化技术在新兴的绿色互联网计算领域中的应用。本文讨论了在现代计算中考虑环境因素的相关性,然后描述了如何将仿真与调度元启发式相结合,以便在随机处理时间的现实假设下减少在服务器上完成一组任务所需的预期时间。这反过来又可以减少平均能源消耗,从而使计算设施从环境的角度来看更加高效。为了说明这些潜在的节约,已经进行了一些实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Promoting green internet computing throughout simulation-optimization scheduling algorithms
This work introduces an application of simulation-optimization techniques to the emerging field of green internet computing. The paper discusses the relevance of considering environmental factors in modern computing and then describes how simulation can be combined with scheduling metaheuristics in order to reduce the expected time needed to complete a set of tasks in a server under the realistic assumption of stochastic processing times. This, in turn, allows for a reduction in average energy consumption, which makes the computing facility more efficient from an environmental perspective. Some experiments have been carried out in order to illustrate these potential savings.
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