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Exploiting user metadata for energy-aware node allocation in a cloud storage system

机译:利用用户元数据在云存储系统中进行能源感知节点分配

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Cloud computing has gained popularity in recent years delivering various services as cost-effective platforms. However, the increasing energy consumption needs to be addressed in order to preserve the cost-effectiveness of these systems. In this work, we target the storage infrastructure in a cloud system and introduce several energy efficient storage node allocation methods by exploiting the metadata heterogeneity of cloud users. Our proposed methods preserve load balance on demand and switch inactive nodes into low-energy modes to save energy. We provide a mathematical model to estimate the outcome of proposed methods and conduct theoretical and simulative analyses using real-world workloads.
机译:近年来,云计算作为一种具有成本效益的平台提供了各种服务,从而获得了普及。然而,为了保持这些系统的成本效益,需要解决不断增加的能耗。在这项工作中,我们针对云系统中的存储基础架构,并通过利用云用户的元数据异构性介绍几种节能存储节点分配方法。我们提出的方法可按需保持负载平衡,并将不活动的节点切换到低能耗模式以节省能源。我们提供了一个数学模型来估计提议方法的结果,并使用实际工作量进行理论和模拟分析。

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