Alarm Fuzzy Association Rules Parallel Mining in Multi-domain Distributed Communication Network

摘要：

　　Network is divided into different management domains in large-scale communication system,each management domain has its own Local Management Site.The distributed characteristics of network determine the Global Management Site with several Local Management Sites to meet a distributed architecture.This paper proposes a new algorithm called PFAARM (parallel fuzzy alarm association rules mining algorithm),which can be used for alarm fuzzy association rules parallel mining in multi-domain distributed communication network.Alarm correlation analysis ban be executed in parallel both in Global Management Site and Local Management Sites.Fuzzy association rules can be achieved within inner-and inter-domain alarms.On the basis of alarm correlation analysis in single management domain,the introduction of inter-domain alarm fuzzy association rules,which are based on inter-domain communication relationship,gives another essential clue for fault location.Meanwhile,its of great significance for quick and efficient fault location.The simulation results illustrated its feasibility and efficiency.

关键词： Fault Diagnosis Fuzzy Logic Fuzzy Association Rule Parallel Algorithm Multi-domain Distributed Network

作者: Xiaojie Leng Xingming Li

作者单位: School of Communication and Information Engineering University of Electronic Science and Technology of China Chengdu, 611731, R.P.China

会议类型: 国际会议

会议名称: 2012 IEEE 14th International Conference on Communication Technology(2012年第十四届通信技术国际会议(ICCT 2012))

会议地点: 成都

会议语种:英文

页码: 626-631

在线出版日期: 2012-11-09（万方平台首次上网日期，不代表论文的发表时间）