Energy-Efficient Server Selection Algorithm Based on the Extended Simple Power Consumption Model

T. Enokido, M. Takizawa
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引用次数: 16

Abstract

In information systems, a client first selects a server in a cluster of servers and issues a request to the server. The request is performed as a process in the server. In this paper, we consider a computation process which mainly consumes CPU resource. Cooling devices like fans consume the electric power in addition to CPU and other devices in a server. The rotation speed of a fan is changed in servers according to the temperature of a server. Thus, the total power consumption of a server depends on not only computational devices like CPU but also cooling devices. The extended simple power consumption (ESPC) model of a server is proposed to perform processes. In this paper, the ESPC model is improved to consider a server with a multi-core CPU. It is critical to discuss how to select a server for each request from clients in order to not only achieve performance objectives but also reduce the total power consumption of a system based on the ESPC model. The improved power consumption laxity based (IPCLB) algorithm for selecting a server is proposed in this paper, which consumes the minimum power to perform the process. We evaluate the ESPC model and the IPCLB algorithm in terms of the power consumption and elapse time in this paper.
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基于扩展简单功耗模型的节能服务器选择算法
在信息系统中,客户机首先从服务器集群中选择一台服务器,然后向该服务器发出请求。请求在服务器中作为一个进程执行。本文考虑一种主要消耗CPU资源的计算过程。除了CPU和服务器中的其他设备外,风扇等冷却设备也要消耗电力。服务器的风扇转速会根据服务器的温度变化而变化。因此,服务器的总功耗不仅取决于CPU等计算设备,还取决于冷却设备。提出了服务器的扩展简单功耗(ESPC)模型来执行进程。本文对ESPC模型进行了改进,以考虑具有多核CPU的服务器。讨论如何为来自客户机的每个请求选择服务器是至关重要的,这样不仅可以实现性能目标,还可以降低基于ESPC模型的系统的总功耗。本文提出了一种改进的基于功耗松弛度的服务器选择算法(IPCLB),该算法在服务器选择过程中消耗的功耗最小。本文从功耗和运行时间两个方面对ESPC模型和IPCLB算法进行了评价。
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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