A New Core Level Utilization Algorithm for Energy-Efficient Multicore Systems

Samar Nour, Sameh A. Salem, S. Habashy
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Abstract

The energy consumption is becoming a constraint on all computer devices, from smartphones to supercomputers. Consequently, the focus has moved from performance to energy and power consumption. Design metrics are not only based solely on performance, as the energy performance of application executions is becoming the main aspect of architecture. Also, Design metrics depend on, the manufacturers of semiconductor chips which, have implemented multicore processors to boost the level of energy efficiency by using verified techniques for voltage and frequency scaling. To utilize the maximum potential of such architectures, we need to make the right decisions because parameters such as core type, frequency, and utilization typically affect power dissipation and performance. This paper proposes a new algorithm to achieve energy-efficient by monitoring core energy and level utilization control such as: Increasing the number of cores to execute the task, scaling voltage, and frequency. Based on the built model, we analyze the energy efficiency variations for different platform configurations providing the same level of performance. We show that trading the number and type of core with frequency and voltage level and core utilization rate can lead to substantial energy efficiency gains.
节能多核系统的一种新的核级利用算法
从智能手机到超级计算机,能源消耗正成为所有计算机设备的制约因素。因此,重点已经从性能转移到能源和功耗。设计度量不仅仅基于性能,因为应用程序执行的能源性能正在成为体系结构的主要方面。此外,设计指标取决于半导体芯片制造商,他们已经实施了多核处理器,通过使用经过验证的电压和频率缩放技术来提高能效水平。为了最大限度地利用这种架构的潜力,我们需要做出正确的决策,因为内核类型、频率和利用率等参数通常会影响功耗和性能。本文提出了一种新的算法,通过增加执行任务的核数、缩放电压和频率来监测核能量和电平利用控制,从而实现节能。基于构建的模型,我们分析了提供相同性能水平的不同平台配置的能效变化。我们表明,将核心的数量和类型与频率和电压水平以及核心利用率进行交易可以导致大量的能源效率收益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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