云计算中多阶段调度算法的性能度量

R. Indukuri, P. Varma, G. J. Moses
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引用次数: 7

摘要

云计算用户请求调度是云计算资源分配的关键环节。在云计算中,有时必须使用可用资源中的一系列虚拟机来处理用户请求。云环境中的每个请求ri (1<;=i<;=n)必须在一个Ti1单位时间的实例中在VM1类型的虚拟机上完成工作流,然后在一个Ti2单位时间的实例中在VM2类型的虚拟机上完成工作流,以此类推,最后在一个Tim单位时间的实例中在VMm类型的虚拟机上完成工作流。使用FCFS调度调度请求具有最高的平均等待时间和总消耗时间。本文提出了一种新的云计算资源请求调度方法,通过应用Johnson调度算法来减少平均等待时间和总运行时间。仿真结果表明,对平均等待时间和总运行时间有显著影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance measure of multi stage scheduling algorithm in cloud computing
Scheduling user requests in cloud computing for resource provision is key process in cloud computing. In cloud computing sometimes user request has to be processed with a series of virtual machines from the available resources. Each request ri (1<;=i<;=n) in cloud environment has to complete its workflow on a virtual machine of type VM1 for an instance of Ti1 units time, later on a virtual machine of type VM2 for an instance of Ti2 units of time, and so on, at end on a virtual machine of type VMm for an instance of Tim units of time. Scheduling the requests using FCFS scheduling has the highest Average waiting time and Total elapsed time. The present paper presents a novel approach in cloud computing for resource request scheduling by applying Johnson's Scheduling algorithm to reduce average waiting time and total elapsed time. The simulation results show the significant influence on average waiting time and total elapsed time.
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