Alarm log compression method, device and system and storage medium

A compression method and log technology, applied in the field of communication, can solve the problems of low mining efficiency and high time cost, and achieve the effect of improving mining efficiency and reducing time cost.

Active Publication Date: 2019-11-01
HUAWEI TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0006] The embodiment of the present application provides an alarm log compression method, device, system, and storage medium, which can solve the problems of low mining efficiency and high time cost of association rules in related technologies

Method used

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  • Alarm log compression method, device and system and storage medium
  • Alarm log compression method, device and system and storage medium
  • Alarm log compression method, device and system and storage medium

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Embodiment Construction

[0186] In order to make the purpose, technical solution and advantages of the present application clearer, the implementation manners of the present application will be further described in detail below in conjunction with the accompanying drawings.

[0187] In related technologies, in order to reduce the number of alarm logs presented to network monitoring personnel, three methods of compressing alarm logs are provided, including: the first method, when the number of alarm logs generated by network devices within a preset time period When the number exceeds the preset threshold, it is determined that an alarm storm has occurred during this period, and the alarm log processing device directly discards the alarm logs exceeding the preset threshold; Summary statistics, presenting the statistical information to network monitoring personnel, such as summary statistics of alarm logs generated within 12 hours, statistics of the number of occurrences and average occurrence time interv...

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Abstract

The invention discloses an alarm log compression method, device and system and a storage medium, and belongs to the technical field of communication. The method comprises the following steps: acquiring a historical alarm log set generated by first network equipment in a communication network; dividing the historical alarm log set based on the generation timestamps of the historical alarm logs in the historical alarm log set to obtain a plurality of historical alarm log subsets, all the historical alarm logs in each historical alarm log subset being continuous in time sequence; determining a corresponding relationship between alarm types in the historical alarm log set and the plurality of historical alarm log subsets; clustering the alarm types in the historical alarm log set based on thecorresponding relationship to generate at least one association rule; and performing compression processing on the plurality of alarm logs to be processed based on the at least one association rule toobtain an alarm log of which the alarm type is a root cause alarm type. According to the method and the device, the problems of low association rule mining efficiency and high time cost are solved.

Description

technical field [0001] The present application relates to the technical field of communications, and in particular to an alarm log compression method, device and system, and a storage medium. Background technique [0002] The communication network is composed of a large number of network devices. These network devices generate a large number of alarm logs every day. The so-called alarm log refers to the information generated by the network equipment due to certain faults. The alarm log generally includes the network equipment that generates the alarm log. Information such as identification, alarm type (used to indicate the failure of the network device), and the generation time stamp of the alarm log. Each network device reports the alarm log generated to the alarm log processing device. Network monitoring personnel analyze the alarm log on the alarm log processing device to find out the problems in the communication network, and then feed the problems back to the network ma...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/174G06F16/18
CPCG06F16/1744G06F16/1815G06F18/23H04L41/0604G06F16/174H04L41/069H04L41/0631H04L41/142G06F16/215G06F16/18G06F16/285G06F16/2465G06F2216/03
Inventor 史济源张亮李世昊包德伟李健
Owner HUAWEI TECH CO LTD
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