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Viability of Virtual Machines in HPC A State of the Art Analysis

机译:HPC中虚拟机的可生存能力的现状分析

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Virtualization is common in various areas ranging from mobiles to large data centers operated by cloud providers. Theoretically, virtualization provides various benefits that could be useful to HPC as well, e.g., suspend a large application before system maintenance or migrate a process before a node fails due to hardware malfunctioning. In this paper, we analyze the current state of the art of virtual machines for HPC with respect to their performance and energy consumption. Furthermore, we report on our findings on the compatibility of the current HPC software stack with virtual machines and how they complicate application analysis and application tuning, as well as how current HPC hardware limits some benefits of VMs.
机译:虚拟化在各种领域是常见的,从移动设备到由云提供商运营的大型数据中心。从理论上讲,虚拟化提供对HPC可能有用的各种好处,例如,在系统维护之前暂停大应用程序,或在节点由于硬件故障导致节点之前迁移过程。在本文中,我们对HPC的性能和能量消耗分析了HPC的虚拟机领域的当前状态。此外,我们报告了我们对当前HPC软件堆栈与虚拟机的兼容性的调查结果以及它们如何使应用程序分析和应用调整以及当前的HPC硬件限制了VM的一些好处。

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