网络告警序列中的频繁情景规则挖掘算法

Frequent Episode Rule Discovery in Network Alarm Sequence

网络告警序列中隐含着丰富的关于网络自身行为特征的模式知识,对其进行有效挖掘和利用将显著提高网络故障管理智能化程度.本文研究网络告警序列中的知识发现问题,提出并实现了一种基于滑动窗口的情景规则挖掘算法.

Rich pattern knowledge regarding network behavior is hidden behind alarm sequence, when pattern knowledge is discovered and utilized, network fault management will be more intelligent. In this paper, knowledge discovery in network alarm sequence is studied and an algorithm of frequent episode rule discovery based on sliding windows is presented.