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Towards energy-efficient reactive thermal management in instrumented datacenters

机译:探讨仪表数据中心的节能热管理

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Virtual Machine (VM) migration is one of the most common techniques used to alleviate thermal anomalies (i.e., hotspots) in cloud datacenter's servers of by reducing the load and, therefore, decreasing the server utilization. However, there are other techniques such as voltage scaling that also can be applied to reduce the temperature of the servers in datacenters. Because no single technique is the most efficient to meet temperature/performance optimization goals in all situations, we work towards an autonomic approach that performs energy-efficient thermal management while ensuring the Quality of Service (QoS) delivered to the users. In this paper, we explore ways to take actions to reduce energy consumption at the server side before performing costly migrations of VMs. Specifically, we focus on exploiting VM Monitor (VMM) configurations, such as pinning techniques in Xen platforms, which are complementary to other techniques at the physical server layer such as using low power modes. To support the arguments of our approach, we present the results obtained from an experimental evaluation on real hardware using High Performance Computing (HPC) workloads on different scenarios.
机译:虚拟机(VM)迁移是用于通过减少负载的云数据中心服务器中的热异构体(即热点)的最常用技术之一,因此减少了服务器利用率。然而,还有其他技术,例如电压缩放,也可以应用于降低数据中心中的服务器的温度。由于在所有情况下,没有单一技术满足温度/性能优化目标最有效,因此我们朝着一种自主方法,在确保向用户提供的服务质量(QoS)的同时执行节能热管理。在本文中,我们在执行VM的昂贵迁移之前,我们探讨采取行动降低服务器端的能耗。具体而言,我们专注于利用VM监视器(VMM)配置,例如Xen平台中的固定技术,其与物理服务器层的其他技术互补,例如使用低功率模式。为了支持我们的方法的论据,我们介绍了在不同场景上使用高性能计算(HPC)工作负载的真实硬件的实验评估中获得的结果。

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