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基于日志分析的虚拟化环境故障定位系统
引用本文:田斐,吴恒,张文博.基于日志分析的虚拟化环境故障定位系统[J].计算机系统应用,2014,23(11):60-66.
作者姓名:田斐  吴恒  张文博
作者单位:1. 中国科学院软件研究所 软件工程技术研究开发中心,北京 100190; 中国科学院大学,北京 100049
2. 中国科学院软件研究所 软件工程技术研究开发中心,北京,100190
基金项目:国家自然科学基金(61173003,61363003)
摘    要:在云平台的运行维护中,虚拟化环境的故障定位对容错极其重要。针对虚拟化环境的空间拓扑时变性,提出了一种基于时变的节点间依赖关系的日志分析方法,为决策树故障定位提供支持。节点间依赖关系能够帮助压缩日志,只提供故障时间窗口内的有效信息作为挖掘来源,从而更快更准确地完成故障定位。实验表明,能够在较大系统规模的多变的虚拟化环境下实现有效和高效的故障定位。

关 键 词:故障定位  决策树  虚拟化  日志压缩  节点间依赖关系
收稿时间:3/9/2014 12:00:00 AM
修稿时间:2014/3/31 0:00:00

Virtualization Environment Fault Localization System Based Log Analyzing
TIAN Fei,WU Heng and ZHANG Wen-Bo.Virtualization Environment Fault Localization System Based Log Analyzing[J].Computer Systems& Applications,2014,23(11):60-66.
Authors:TIAN Fei  WU Heng and ZHANG Wen-Bo
Affiliation:Technology Center of Software Engineering, Institute of Software, Chinese Academy of Sciences, Beijing 100190, China;University of Chinese Academy of Sciences, Beijing 100049, China;Technology Center of Software Engineering, Institute of Software, Chinese Academy of Sciences, Beijing 100190, China;University of Chinese Academy of Sciences, Beijing 100049, China;Technology Center of Software Engineering, Institute of Software, Chinese Academy of Sciences, Beijing 100190, China
Abstract:Fault localization is extremely important for fault tolerance in Virtualization-based cloud platform. This paper proposes an inter-node dependency-based log analysis approach consider the time-varying spatial topological using decision tree. Dependencies between nodes can help compressing log, providing valid information for analysing, thereby completing the fault localization faster and more accurately. Experiment results show that our approach can help to achieve effective and efficient fault localization in the larger-scale virtual environment variable.
Keywords:fault localization  decision tree  virtualization environment  log compression  inter-node dependency
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