Alarm association rule obtaining method of mobile internet

Abstract

The invention provides an alarm association rule obtaining method of the mobile internet. A system comprises five parts of the obtaining of alarm data, the preprocessing of the data, the setting of parameters, the acquisition algorithm of the alarm association rule, and the expressing and the explaining of the association rule. The method comprises the steps: integrating, selecting, cleaning and changing communication alarm data; setting an alarm time window and an alarm sliding step length, and converting preprocessed relation type data into conventional type data to be convenient to obtain the alarm association rule; and setting support level and confidence level parameters, calling the acquisition algorithm of the alarm association rule based on a full itemset, obtaining the association rule from the alarm data according to the set parameters, and expressing and explaining the obtained alarm association rule. On the basis of the alarm association rule obtaining method, the alarm association analysis of the mobile internet can be realized without the participation of specialists, operation personnel and maintenance personnel, and the processing efficiency is doubled and redoubled under the condition that the operation cost is lower; and independent of a topological structure of a communication network, the method can be adapted to the complex, variable and isomerous communication network, can be used for automatically discovering the alarm association rule, is particularly suitable for the alarming and the monitoring of the mobile internet, and is wide in application prospect and good in practical value.

Description

A method for obtaining mobile Internet alarm association rules technical field The invention relates to the field of communication network monitoring or the field of computer application technology, in particular to a method for acquiring mobile Internet alarm association rules. Background technique Network operation security and information security have become one of the most important issues of broadband mobile Internet. With the broadbandization and IPization of mobile communication networks, as well as the continuous increase in scale and complexity, the network often contains thousands of devices and service systems produced by many manufacturers, and these devices and systems communicate with each other through various media. There are complex relationships among them, forming a network group interconnected in various complex modes. A large amount of alarm information is generated in these network groups every day, which brings many difficulties to real-time networ...

AI Technical Summary

Problems solved by technology

These methods are not easy to discover the implicit relationship between alarms

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