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网络故障管理的贝叶斯方法

THE BAYESIAN NETWORKS METHOD FOR NETWORK FAULT MANAGEMENT
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摘要 主要介绍了贝叶斯网络的基本原理,贝叶斯方法在网络故障管理中的应用方法。重点阐述了贝叶斯网络的最强依赖算法和其仿真验证结果。 The paper illustrates the principles of the Bayesian network theories and its implementation in the network fault management The strongest dependency algorithm is provided and emulating results are presented to prove the theory.
出处 《计算机应用与软件》 CSCD 北大核心 2007年第3期126-128,共3页 Computer Applications and Software
关键词 网络故障管理 贝叶斯网络 最强依赖算法 Network fault management The Bayesian network The strongest dependency algorithm
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参考文献3

  • 1Jianguo Ding,Bernd Karamer,Yingcai Bai,etc,Probabilistic Inference for Netwrok Management,Universal Multiservice Networks,M.Freire et at.(Eds).Lecture Notes in Computer Science (LNCS:3262).ISBN:3-540-23551-5,pp.498~507,Springer-Verlag Berlin Heidelberg,2004.
  • 2Jianguo Ding,Shihao Xu,Bernd Kraemer,Yingcai Bai,Hansheng Chen.Probabilistic Inference Strategy in Distributed Intrusion Detection Systems.J.Cao et al.(Eds.):ISPA 2004,Lecture Notes in Computer Science (LNCS:3358),pp.835~844,Springer-Verlag Berlin Heidelberg,2004.
  • 3M.Steinder,A.S.Sethi,End-to-end Service Failure Diagnosis Using Belief Networks,Network Operations and Management,Symposium,2002.

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