gsm无线接入网中告警关联分析系统的研究-通信与信息系统专业毕业论文.docx

北京邮电大学硕十论文
THE APPLICATl0N OF AS SOCLATl0N RULE Ⅳ【INING IN GSM WIRELES WORK
AB STRACT
In daily management of GSM work,people found that there are some rules hinting in mass alarms data of GSM wireless devices. Those rules are useful in daily management of GSM work,
which can help worker to filter alarms,locate faults and reduce the fault period.
晰th the fast development of work,the
traditional management and control method is no longer fit for the fast development of GSM is inefficient and urate to mine rules through look for a new solution to the
problem.
The paper,using three-month alarm data,is mainly discussed the application of association rule mining in management of GSM Wireless
the paper,an alarm analyzing system will be researched and designed,which would be helpful in mining rules of alarm efficiently and e of system will be used in the management of
GSM work,such as guiding the people and other software
system to filter alarms,locate fault and SO on.
m‘ 一 ‘ · ^ · · · o l he P印er,tlrstly,gives a summary ot research background. Afterwards,it introduces GSM work and the management
system which is the background system of subject investigated. Secondly,the paper analyzes and chooses the concrete data-mining
technology and that it researches and improves FP-Growth arithmetic,according to the feature of subj ect investigated.
Based on the improved arithmetic,the paper researches and designs
alarm analyzing the meantime,it gives the details of designing.
At last,the paper discusses the application of the system in fault
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北京邮电人学硕上论文
management of GSM work.
KEY WORDS:association·-rule GSM data--mining FP—-Growth
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