虚拟基础设施管理系统的性能、容错和可扩展性分析

Xiangzhen Kong, Jiwei Huang, Chuang Lin, P. Ungsunan
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引用次数: 29

摘要

虚拟基础设施在网格计算和云计算中越来越流行。随着规模的扩大,虚拟基础设施中的资源管理面临着巨大的技术挑战。为了有效支持上层业务,对虚拟基础设施管理系统的性能、容错和可扩展性提出了更高的要求。本文研究了集中式、分层式和点对点三种典型结构下虚拟基础设施管理系统的性能、容错性和可扩展性。给出了评价指标的数学定义,并进行了详细的定量分析,在此基础上得出了提高系统性能、容错性和可扩展性的若干有益结论。我们相信这项工作的结果将帮助系统架构师在构建虚拟基础设施时做出明智的选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance, Fault-Tolerance and Scalability Analysis of Virtual Infrastructure Management System
The virtual infrastructure has become more and more popular in the Grid and Cloud computing. With the aggrandizement scale, the management of the resources in virtual infrastructure faces a great technical challenge. To support the upper services effectively, it raises higher requirements for the performance, fault-tolerance and scalability of virtual infrastructure management systems. In this paper, we study the performance, fault-tolerance and scalability of virtual infrastructure management systems with the three typical structures, including centralized, hierarchical and peer-to-peer structures. We give the mathematical definition of the evaluation metrics and give detailed quantitative analysis, and then get several useful conclusions for enhancing the performance, fault-tolerance and scalability, based on the quantitative analysis. We believe that the results of this work will help system architects make informed choices for building virtual infrastructure.
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