A Construction Method of Information System Operating Rule Base Based on Association Rules Mining

Abstract

The invention discloses a method for constructing an information system operating rule base based on association rule mining, which is characterized by comprising the following steps: S01: obtaining a network topology structure of an information system and dynamic monitoring indicators and static monitoring indicators of all devices; S02 : Generate a network fault tree through the network topology structure and dynamic and static monitoring indicators of equipment, and generate a basic rule base through the network fault tree; S03: Execute the association rule mining algorithm on the historical data of the information system to obtain the association rule base; S04: Combine The basic rule base and the association rule base are inferred to generate an extended rule base; wherein, the retrieval priority of each rule base is: basic rule base>association rule base>extended rule base. The fault tree technology and association rule mining technology are used to intelligently generate the operating rule base of the information system, and machine learning technology is used to optimize the rules. Furthermore, the three-domain structure of the rules is designed, which realizes the automatic sorting and automatic adjustment of the rules.

Description

technical field [0001] The invention relates to a construction method of an information system operating rule base based on association rule mining. Background technique [0002] In order to ensure the safe, stable, and effective operation of the information system, the State Grid Corporation of China launched the construction of an integrated information operation and maintenance supervision system (hereinafter referred to as "IMS") covering "integrated network management, desktop management, security management, and operation and maintenance services" in 2008. In 2011, the whole network promotion of the system was completed, and in 2012, the in-depth application construction of the IMS system was completed with the six modules of "deep collection, equipment management, one order and two tickets, alarm center, display center, and green computer room" as the core. The work fully covers the network, network equipment, host, database, middleware, desktop terminal, security equ...

AI Technical Summary

Problems solved by technology

[0004] 1. The operation performance monitoring of IT infrastructure and business systems still requires operation and maintenance personnel to set monitoring threshold rules based on historical operation and maintenance experience and professional knowledge, which cannot adapt to the operating rules of IT infrastructure and business systems. The monitoring threshold rules solidified in the segment do not conform to the actual operating conditions, which is prone to false positives and false positives;

[0005] 2. The set operation monitoring rules cannot be rationally judged, and it is impossible to verify whether the set operation monitoring rules fit the actual operation of IT infrastructure and business systems;

[0006] 3. The setting of operation monitoring rules has no self-learning function, and cannot be adjusted and optimized according to the historical operation conditions of IT infrastructure and business systems

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