Research on the Performance of xVM Virtual Machine Based on HPCC

Tiezhu Zhao, Yi-Hang Ding, Verdi March, Shoubin Dong, S. See
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引用次数: 5

Abstract

The virtual machine (VM) technology has received an increasing interest a spotlight both in the industry and the research communities. Although the potential advantages of virtualization in HPC workloads have been documented, the potential impact to application performance in HPC environments is not clearly understood. This paper presents a study on performance evaluation of virtual HPC systems using High Performance Computing Challenge (HPCC) benchmark suite and xVM as the workload representative and VM technology, respectively. Based on the extended AHP (Analytic Hierarchy Process) method, we propose an efficient performance evaluation model based on extended AHP and analyze the results and quantify the performance overhead of xVM in terms of compute, memory, and network overhead. Our analysis shows that the computational and network performance in HVM is slightly better and the memory performance is significantly better compared to paravirtualization.
基于HPCC的xVM虚拟机性能研究
虚拟机(VM)技术在工业界和研究界受到越来越多的关注。尽管已经记录了虚拟化在HPC工作负载中的潜在优势,但对HPC环境中应用程序性能的潜在影响还不清楚。本文分别以高性能计算挑战(High performance Computing Challenge, HPCC)基准套件和xVM作为工作负载代表和VM技术,对虚拟高性能计算系统的性能评估进行了研究。在扩展层次分析法的基础上,提出了一种高效的基于扩展层次分析法的性能评价模型,并对结果进行了分析,从计算、内存和网络开销三个方面量化了xVM的性能开销。我们的分析表明,与半虚拟化相比,HVM中的计算和网络性能略好,内存性能明显更好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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