张永华. Design and implementation of telecommunication network alarm analysis based on big data technology association[J]. 2016, 29(4): 18-23. DOI: 10.13992/j.cnki.tetas.2016.04.004.
基于大数据技术的电信网络告警关联分析设计与实现
摘要
本文研究将网络告警数据进行合理有效的存储和筛选之后
通过分布式内存计算
将同一时间窗口内同时出现的告警进行采集
计算出告警的共现的频率大小
根据共现频率的高低判断潜在告警之间的关联关系
提供给相关网络专业做出进一步确认。
Abstract
We collect the concurrent alarm occurred in the same time window after storing and fi ltering the network alarm data effectively. The concurrent frequency of alarm occurred in the same window will be computed leveraging distributed memory computing and the system will mine the potential association among alarms according to the concurrent frequency. The result will be offered to network maintainer to make a primary decision.