Alarm monitoring strategy analysis method based on data mining technology

Abstract

The invention discloses an alarm monitoring strategy analysis method based on a data mining technology and belongs to the field of communication alarm monitoring. Through data mining, valuable knowledge can be extracted from enormous fuzzy data comprising noise, alarm data of a communication network is enormous and dynamic and is rich in knowledge, the alarm data of the communication network is mined without reliance on a network structure, and dynamic change of the network can be adapted. Data mining comprises the following steps: obtaining and preprocessing the alarm data; converting the obtained alarm data into a set of transaction items, and carrying out frequent item set data mining by use of a correlation algorithm; and through combination with actual application, performing compression, merging and classification processing on a result of a frequent item set. According to the invention, through merging and converting alarms, the multiple alarms are merged into one alarm with a larger information amount so as to replace the multiple alarms, and assistance is provided for network management personnel in analyzing fault information and rapidly positioning faults.

Description

technical field [0001] The invention relates to the field of communication alarm monitoring, in particular to an analysis method of an alarm monitoring strategy based on data mining technology. Background technique [0002] With the rapid development of information technology, the telecommunication network is no longer just a communication medium, but a distributed information processing platform that provides comprehensive services for people. Facing the telecommunications network with huge scale, complex structure, and coexistence of multiple technologies, in order to ensure its efficient, economical, reliable, and safe operation, maximize the use of network resources, reduce operating costs, and provide users with high-quality, high-reliability services, domestic and foreign telecom operators have successively established various network management systems. With the gradual deepening of network management system construction and the increasingly important role played by ...

AI Technical Summary

Problems solved by technology

Therefore, even a single fault may cause a huge number of alarms. Numerous alarms not only increase the overhead of the network management system, but also cover up the root cause of the fault, which is very unfavorable for network management personnel to troubleshoot.