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Efficient association method of alarm logs

A log and efficient technology, applied in the direction of instrumentation, error detection/correction, calculation, etc., can solve problems such as inapplicability, scale and complexity problems, and inability to distribute processing

Active Publication Date: 2019-08-30
ANHUI JIYUAN SOFTWARE CO LTD +7
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The most important link in the operation and maintenance system is the generation and push of alarms. Due to the particularity of system failures, an error in a certain module of the system will often generate storm-like alarm information, which has caused great difficulties for the operation and maintenance personnel to troubleshoot system failures. Great difficulties, the experience of operation and maintenance personnel has become the key to improving the efficiency of troubleshooting, which has caused huge troubles for enterprises with complex IT infrastructure and the increasing scale and complexity of information communication operation and maintenance objects
These factors have led to the fact that the IT infrastructure operation and maintenance experience of the Internet in the past can no longer meet today's needs. It is necessary to design proprietary methods and technologies according to the characteristics of the current enterprise architecture.
[0003] Some existing alarm information optimization methods often use the traditional Apriori algorithm, which cannot be processed in a distributed manner, but also generates orders of magnitude of data, which is obviously not applicable to enterprises with increasingly large alarm logs

Method used

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  • Efficient association method of alarm logs

Examples

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Embodiment Construction

[0062] In this embodiment, a kind of high-efficiency association method of alarm log, alarm information is made up of n alarm entries with time information, denoted as I={I 1 ,I 2 ..., I i ,...,I n}, assuming that the alarm log generated by the alarm center of the existing IT infrastructure of the State Grid for two days, the form of each alarm entry is: (2018 / 12 / 210: 21, 1.1.1.1 Maintenance company Jiuquan Branch 7604, middle) , a total of 1816 entries; among them, I i Represents the i-th alarm entry, and the i-th alarm entry consists of three features, which are the i-th time feature t i , the i-th event feature e i and the i-th urgency p i , 1≤i≤n; for example, the time feature of the above example entry is (2018 / 12 / 210: 21), the event feature is (1.1.1.1 Maintenance Company Jiuquan Branch 7604), and the urgency is (medium);

[0063] definition is a time period-event collection, where, Indicates the kth 1 time feature to the kth 2 time feature between, the p...

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PUM

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Abstract

The invention discloses an efficient association method of alarm logs, which comprises the following steps of: 1, serializing alarm information logs to obtain a time period-event set table; 2, averaging the time period-event set table, changing the data structure to obtain an event-time period set table; 3, iteratively calculating a frequent item set; and 4, pushing a plurality of pieces of alarminformation with the highest importance degree. According to the method, mass alarm information can be efficiently processed, and alarm items causing alarm storms are pushed, so that the workload of operation and maintenance personnel is greatly reduced, and a reliable method is provided for distributed alarm log processing.

Description

technical field [0001] The invention belongs to the field of operation and maintenance system optimization, in particular to an efficient association method of alarm logs. Background technique [0002] Currently, in the era of data explosion, different companies have their own operation and maintenance systems. These operation and maintenance systems are responsible for maintaining and ensuring the high availability of the entire service. At the same time, the system architecture is continuously optimized to improve deployment efficiency, resource utilization and overall ROI. . The most important link in the operation and maintenance system is the generation and push of alarms. Due to the particularity of system failures, an error in a certain module of the system will often generate storm-like alarm information, which has caused great difficulties for the operation and maintenance personnel to troubleshoot system failures. The experience of operation and maintenance person...

Claims

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Application Information

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IPC IPC(8): G06F11/34G06Q10/00
CPCG06F11/3476G06Q10/20
Inventor 李昂赵峰乔林徐立波王琼姚峰杨波王怀宇刘树吉程周育窦国贤顾昊旻巫乾军朱亮陆宏波
Owner ANHUI JIYUAN SOFTWARE CO LTD
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