F150交换机告警关联规则的研究

为了提高电信网络运营效率，降低维护成本，电信运营企业在网络告警管理系统中需要引入数据挖掘技术。本文主要研究利用数据挖掘技术来进行故障的管理，即对告警进行关联性分析，详细分析了告警序列数据的关联规则挖掘算法，并在南昌本地网F150交换机的告警数据库中予以实现，同时对实际挖掘结果进行分析和整理，推导出一些实用的关联规则。

Finding Association Rules from F150 Switch's Alarms

Referring to the successful experiences of foreign telecomm enterprises, it is necessary for native telecomm enterprises to use data mining technology in fault management in order to decrease the maintain costs. In this paper, we aim to take advantage to technology of data mining in fault management, analyzing the association property of alarms. we put forward an algorithm, which is the essence in the paper. Based on real alarm data from local telephone network in Nanchang, we mine some useful association rules and analyze these results.