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Analysing the power consumption behaviour of Ethernet switch using Design of Experiment

机译:使用实验设计分析以太网交换机的功耗行为

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摘要

At present, one of the main concerns of green network is to minimize the power consumption of network infrastructure. Surveys show that, the highest amount of power is consumed by the network devices during its runtime. However to control this power consumption it is important to know which factors has highest impact on this matter. This paper is focused on the measurement and modeling the power consumption of an Ethernet switch during its runtime considering various types of input parameters with all possible combinations. For the experiment, three input parameters are chosen. They are bandwidth, link load and number of connections. The output to be measured is the power consumption of the Ethernet switch. Due to the uncertain power consuming pattern of the Ethernet switch a fully-comprehensive experimental evaluation would require an unfeasible and cumbersome experimental phase. Because of that, design of experiment (DoE) method has been applied to obtain adequate information on the effects of each input parameters on the power consumption. The whole work consists of three parts. In the first part a test bed is planned with input parameters and the power consumption of the switch is measured. The second part is about generating a mathematical model with the help of design of experiment tools. This model can be used for measuring precise power consumption in different scenario and also pinpoint the parameters with higher influence in power consumption. And in the last part, the mathematical model is evaluated by comparing with the experimental values.
机译:当前,绿色网络的主要关注之一是使网络基础设施的功耗最小化。调查显示,网络设备在运行期间会消耗最大的电量。但是,要控制此功耗,重要的是要知道哪些因素对该问题影响最大。本文着重于对以太网交换机在运行期间的功耗进行测量和建模,并考虑各种类型的输入参数以及所有可能的组合。对于实验,选择了三个输入参数。它们是带宽,链接负载和连接数。要测量的输出是以太网交换机的功耗。由于以太网交换机的功耗模式不确定,因此全面的实验评估将需要一个不可行且麻烦的实验阶段。因此,已采用实验设计(DoE)方法来获得有关每个输入参数对功耗影响的足够信息。整个工作包括三个部分。在第一部分中,计划了一个带有输入参数的测试台,并测量了开关的功耗。第二部分是关于借助实验工具的设计生成数学模型。该模型可用于测量不同情况下的精确功耗,还可以找出对功耗影响更大的参数。最后,通过与实验值的比较来评估数学模型。

著录项

  • 作者

    Hossain Md Mohaimenul;

  • 作者单位
  • 年度 2015
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
  • 中图分类

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