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Evaluating and modeling power consumption of multi-core processors

机译:多核处理器的功耗评估和建模

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Recently, energy-efficient computing has become a major interest, both in the mobile and IT sectors. With the advent of multi-core processors and their energy-saving mechanisms, there is a necessity to model their power consumption. The existing models for multi-core processors are based on the assumption that the power consumption of multiple cores performing parallel computations is equal to the sum of the power of each of those active cores. In this paper, we analyze this assumption and show that it leads to lack of accuracy when applied to modern processors such as quad-core. Based on our analysis, we present a methodology for estimating the power consumption of multi-core processors. Unlike existing models, we take into account resource sharing and power saving mechanisms. We show that our approach provides an accuracy within a maximum error of 5%.
机译:最近,节能计算已成为移动和IT部门的主要兴趣。 随着多核处理器的出现及其节能机制,需要建模其功耗。 用于多核处理器的现有模型基于假设执行并行计算的多个核的功耗等于每个活动核的功率之和。 在本文中,我们分析了这一假设,并表明它在应用于Quad-Core等现代处理器时缺乏准确性。 基于我们的分析,我们提出了一种估算多核处理器的功耗的方法。 与现有模型不同,我们考虑了资源共享和节电机制。 我们表明我们的方法在最大误差为5%的最大误差内提供了准确性。

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