Energy Efficient Allocation of Virtual Machines in Cloud Data Centers

A. Beloglazov, R. Buyya
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引用次数: 492

Abstract

Rapid growth of the demand for computational power has led to the creation of large-scale data centers. They consume enormous amounts of electrical power resulting in high operational costs and carbon dioxide emissions. Moreover, modern Cloud computing environments have to provide high Quality of Service (QoS) for their customers resulting in the necessity to deal with power-performance trade-off. We propose an efficient resource management policy for virtualized Cloud data centers. The objective is to continuously consolidate VMs leveraging live migration and switch off idle nodes to minimize power consumption, while providing required Quality of Service. We present evaluation results showing that dynamic reallocation of VMs brings substantial energy savings, thus justifying further development of the proposed policy.
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云数据中心中虚拟机的节能分配
对计算能力需求的快速增长导致了大规模数据中心的创建。它们消耗大量的电力,导致高运营成本和二氧化碳排放。此外,现代云计算环境必须为其客户提供高质量的服务(QoS),因此必须处理电源性能权衡。提出了一种高效的虚拟化云数据中心资源管理策略。其目标是利用实时迁移和关闭空闲节点来持续整合虚拟机,以最大限度地减少功耗,同时提供所需的服务质量。我们提出的评估结果表明,虚拟机的动态重新分配带来了大量的能源节约,从而证明了进一步发展拟议的政策是合理的。
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