Energy-efficient virtual machine provisioning mechanism in cloud computing environments

Dimitra Panagiotou, Efthymios Oikonomou, A. Rouskas
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引用次数: 4

Abstract

As the increasing number of modern applications and enterprises demand more and more resources in computational power, memory and disk storage, cloud data centers are consuming huge amounts of electrical energy. The aim of cloud service providers is to reduce the operational costs by minimizing energy consumption while providing competitive services to their customers. The above, can be fulfilled by trying to reduce the number of active servers, using live VM migrations and keeping the system performance in the requested levels according to SLAs. In this paper, an efficient virtual machine allocation mechanism for cloud data center environments is proposed. We first describe the virtual machine allocation policy and then we perform a series of experiments based on CloudSim [1] 3.0.3 simulator. Experimental results have shown that the proposed scheme is very efficient in terms of energy consumption and QoS (decreased SLA violations) compared to LrMmt provisioning mechanism presented in [2].
云计算环境下节能的虚拟机发放机制
随着越来越多的现代应用和企业对计算能力、内存和磁盘存储资源的需求越来越大,云数据中心正在消耗大量的电能。云服务提供商的目标是通过最小化能源消耗来降低运营成本,同时为客户提供有竞争力的服务。可以通过尝试减少活动服务器的数量、使用实时VM迁移并根据sla将系统性能保持在所要求的级别来实现上述目标。针对云数据中心环境,提出了一种高效的虚拟机分配机制。我们首先描述了虚拟机分配策略,然后基于CloudSim[1] 3.0.3模拟器进行了一系列实验。实验结果表明,与[2]中提出的LrMmt供应机制相比,所提出的方案在能耗和QoS(减少SLA违规)方面非常有效。
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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