HPC虚拟化技术的比较

J. Walters, V. Chaudhary, Minsuk Cha, Salvatore J. Guercio, S. Gallo
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引用次数: 161

摘要

虚拟化是提高现有计算资源利用率的常用策略,特别是在数据中心内。然而,它在高性能计算(HPC)应用程序中的使用目前受到限制,尽管它在提高资源利用率和为用户提供资源保证方面具有潜力。本文使用各种标准基准系统地评估了用于计算密集型HPC应用的各种vm。使用VMWare Server、xen和OpenVZ,我们在网络利用率、SMP性能、文件系统性能和MPI可伸缩性方面检查了完全虚拟化、半虚拟化和操作系统级虚拟化的适用性。我们展示了OpenVZ提供的操作系统级虚拟化提供了最佳的整体性能,特别是对于MPI可伸缩性。
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A Comparison of Virtualization Technologies for HPC
Virtualization is a common strategy for improving the utilization of existing computing resources, particularly within data centers. However, its use for high performance computing (HPC) applications is currently limited despite its potential for both improving resource utilization as well as providing resource guarantees to its users. This paper systematically evaluates various VMs for computationally intensive HPC applications using various standard benchmarks. Using VMWare Server, xen, and OpenVZ we examine the suitability of full virtualization, paravirtualization, and operating system-level virtualization in terms of network utilization SMP performance, file system performance, and MPI scalability. We show that the operating system-level virtualization provided by OpenVZ provides the best overall performance, particularly for MPI scalability.
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