Resource-aware algorithm for virtual machine placement in cloud environment

Madnesh K. Gupta, Tarachand Amgoth
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引用次数: 12

Abstract

Cloud computing emerged as a new computing paradigm for on-demand provisioning of IT services over the Internet. One challenging research issues in cloud environment it to develop any energy efficient and resource-aware algorithm for virtual machine placement (VMP) problem. If the problem is not dealt properly, it affects the performance of cloud data centers in terms of resource utilization and power consumption. In this paper, we propose a new VM placement for a cloud environment, to address VMP problem. The objective of the proposed algorithm is to maximize resource utilization and minimize the number of active physical machines. We adopt a clever strategy to assign ranks to VMs and placing VMs based on their ranks. We simulate the proposed algorithm as well as existing algorithm. The simulation results show that the performance of the proposed is better than the existing algorithm.
云环境下虚拟机放置的资源感知算法
云计算作为一种新的计算范式出现,用于在互联网上按需提供IT服务。在云环境中,一个具有挑战性的研究问题是开发任何节能和资源感知的算法来解决虚拟机放置(VMP)问题。如果处理不当,会影响云数据中心的资源利用率和功耗。在本文中,我们为云环境提出了一种新的VM放置方式,以解决VMP问题。提出的算法的目标是最大化资源利用率和最小化活动物理机的数量。我们采用了一种聪明的策略来为vm分配等级,并根据它们的等级来放置vm。对本文提出的算法和现有算法进行了仿真。仿真结果表明,所提算法的性能优于现有算法。
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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