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A Simulated Annealing Based Approach for Power Efficient Virtual Machines Consolidation

机译:基于模拟的功耗虚拟机整理方法方法

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In the Cloud Computing paradigm there is an emerging Green Computing awareness, aimed at increasing the cost-efficiency of the underlying infrastructure. The pursued objective is to find the right compromise between the energy consumption and the perceived quality of service of the applications running in the cloud. Big data centers, along with the adoption of the virtualization technology, are increasingly experiencing the need to reduce consumption, because of both the environmental pollution and the economic concern. Among the novel techniques used to minimize the energy consumption wastefulness there is the Virtual Machines Consolidation, which leverages the VM live migration. The goal is to increase the overall cost-efficiency by reducing the number of active nodes. The main contributions of this paper are the proposal of a novel model for the consolidation problem and a Simulated Annealing based algorithm which solves it by evaluating the attractiveness of the possible VM migrations.
机译:在云计算范式中,存在新兴的绿色计算意识,旨在提高底层基础设施的成本效率。追求的目标是在云中运行的应用程序的能源消费和感知服务质量之间找到正确的折衷。由于环境污染和经济关注,大数据中心越来越多地经历减少消费的必要性。在用于最小化能量消耗浪费的新颖技术中,存在虚拟机整合,它利用VM Live迁移。目标是通过减少活动节点的数量来提高整体成本效率。本文的主要贡献是通过评估可能的VM迁移的吸引力来解决它的基于模拟的基于退火的算法的新模型的提议。

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