评估部署hpc即服务的硬件辅助虚拟化

H. Palit, Xiaorong Li, Sifei Lu, L. C. Larsen, Joseph A. Setia
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引用次数: 12

摘要

虚拟化一直是云计算兴起的主要推动力。尽管云计算给许多应用带来了巨大的好处(例如,企业、Web、游戏/多媒体、生命科学和数据分析),但它在高性能计算(HPC)领域的成功仍然有限。显然,经常被引用的原因是虚拟化造成的延迟。与此同时,虚拟化的日益普及迫使CPU供应商将虚拟化技术(VT)集成到芯片中。这种硬件VT被认为可以加速上下文切换,加快内存地址转换,并支持I/O直接访问;这些基本上是虚拟化开销的来源。本文报道了利用硬件VT对不同虚拟化环境(Xen和KVM)的计算和通信性能进行评估。在虚拟环境中使用不同的网络结构(千兆以太网和InfiniBand)进行测试,并将其结果与本机环境进行比较。一个现实世界的HPC应用程序(基于mpi的流体动力学模拟)也被用来评估性能。结果表明,硬件辅助虚拟化可以实现hpc即服务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating hardware-assisted virtualization for deploying HPC-as-a-service
Virtualization has been the main driver behind the rise of Cloud computing. Despite Cloud computing's tremendous benefits to many applications (e.g., enterprise, Web, game/ multimedia, life sciences, and data analytics), its success in High Performance Computing (HPC) domain has been limited. The oft-cited reason is, apparently, latency caused by virtualization. Meanwhile, the rising popularity of virtualization has compelled CPU vendors to incorporate virtualization technology (VT) in chips. This hardware VT is believed to accelerate context switching, speed up memory address translation, and enable I/O direct access; those are basically sources of virtualization overheads. This paper reports the evaluation on computation and communication performance of different virtualized environments, i.e., Xen and KVM, leveraging hardware VT. Different network fabrics, namely Gigabit Ethernet and InfiniBand, were employed and tested in the virtualized environments and their results were compared against those in the native environments. A real-world HPC application (an MPI-based hydrodynamic simulation) was also used to assess the performance. Outcomes indicate that hardware-assisted virtualization can bring HPC-as-a-Service into realization.
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