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Research and implementation of distributed intelligent network fault management system

机译:分布式智能网络故障管理系统的研究与实现

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The functions of the available network fault management system are imperfect, with relatively poor comprehensiveness, flexibility and intelligence. This paper designs the dynamic distributed architecture of network fault management system, evenly assigning fault management tasks to each domain manager by BP neural network algorithm. In order to intelligently diagnose the fault events as quickly as possible, firstly the system filters the events based on the fault event association tree, then the faults are diagnosed by Case-based Reasoning and CP neural network, getting the conclusion of the faults and adopting some schemes to repair the faults, improving the effect of the fault diagnosis. Finally, a prototype system of network fault management is established and tested. The results show that the system is efficient and intelligent.
机译:可用的网络故障管理系统的功能不完善,综合性,灵活性和智能性相对较差。本文设计了网络故障管理系统的动态分布式架构,通过BP神经网络算法将故障管理任务平均分配给每个域管理器。为了尽快对故障事件进行智能诊断,系统首先基于故障事件关联树对事件进行过滤,然后通过基于案例的推理和CP神经网络对故障进行诊断,得出故障的结论并采用一些修复故障的方案,提高了故障诊断的效果。最后,建立并测试了网络故障管理的原型系统。结果表明,该系统高效,智能。

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