数据挖掘在综合网管告警相关性中的研究与应用

Research and Application of Data Mining in Alarm Relevance of Integrated Network Management

随着社会经济的不断进步,我国的电信事业得到了很大的发展,对电信网进行综合化的管理以及让电信网的管理变得更加智能化,也是目前电信网网络管理系统主要发展的方向。综合性的网络管理系统的目标就是能够集中监控多个子网,但是由于目前电信网络的规模逐渐变大且结构也相对比较复杂,在同一时间产生的一些告警信息具有多类型、数量庞大等的特点,要想对告告警的根源进行分析和定位是非常困难的事情,而有效利用好数据挖掘技术能够进一步解决综合网管告警当中存在的问题,让网络的运行更加流畅,质量不断提高。因此本文主要研究了数据挖掘在综合网管告警相关性及其应用,希望能够提供一定的参考价值。

With the continuous progress of social economy,China's telecommunications industry has been greatly developed.Integrated management of telecommunications network and making the management of telecommunications network more intelligent are also the main development direction of telecommunications network manageement system.The goal of a comprehensive network management system is to be able to centrally monitor multiple subnetworks.However,as the scale of the telecommunication network is becoming larger and the structure is relatively complex,some alarm information generated at the same time has the characteristics of many types and large quantities.It is very difficult to analyze and locate the origin of the alarm,and to make good use of the data.Mining technology can further solve the problems existing in the integrated network management alarm,make the network run more smoothly and improve the quality continuously.Therefore,this paper mainly studies the correlation and application of data mining in integrated network management alarm,hoping to provide some reference value.