Alarm clustering method and device and storage medium

A clustering method and clustering technology, applied in the fields of instruments, character and pattern recognition, digital transmission systems, etc., can solve the problems of being complex, unsuitable for network equipment, not detailed and accurate enough, and achieve simple implementation, clear process structure, and grouping. Accurate results

Inactive Publication Date: 2021-04-02
新华三人工智能科技有限公司
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  • Abstract
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Problems solved by technology

In the existing technology, the method of clustering in the time dimension based on the device using the DBSCAN algorithm is not detailed and accurate enough, and the clustering using text similarity and topological correlation is too complicated and not suitable for network device alarms

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  • Alarm clustering method and device and storage medium
  • Alarm clustering method and device and storage medium
  • Alarm clustering method and device and storage medium

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Embodiment Construction

[0039]Terms used in the embodiments of the present disclosure are only for the purpose of describing specific embodiments, not limiting the embodiments of the present disclosure. The singular forms "a", "said" and "the" used in the embodiments of the present disclosure are also intended to include the plural forms unless the context clearly indicates otherwise. As used in this disclosure, the term "and / or" is meant to encompass any and all possible combinations of one or more of the associated listed items.

[0040] It should be understood that although the embodiments of the present disclosure may use the terms first, second, third, etc. to describe various information, the information should not be limited to these terms. These terms are only used to distinguish information of the same type from one another. For example, without departing from the scope of the embodiments of the present disclosure, first information may also be called second information, and similarly, seco...

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Abstract

The invention provides alarm clustering method and device and a storage medium, which are used for improving the clustering grouping efficiency and accuracy for network equipment alarms. According tothe invention, the attribute of the network element topology element of the alarm is obtained by analyzing the alarm message, the attribute of the network element topology element comprises the identification information of the network element generating the alarm and the identification information of the superior network element, and the alarm tree is constructed for the alarm in the alarm time window based on the attribute of the network element topology element; thereby clustering and grouping the alarm objects in the window group based on the network element topological relation in the alarm tree and the time constraint condition. According to the invention, data clustering based on topological correlation and time constraint conditions is well realized, the process structure is clear,the implementation is simple, the execution efficiency is high, and the grouping result is accurate.

Description

technical field [0001] The present disclosure relates to the technical field of network and big data, and in particular to an alarm clustering method, device and storage medium. Background technique [0002] With the continuous development and continuous deepening of the information technology revolution, modern communication networks are spread all over the place of life, applied in various life scenarios, greatly improving the life of people, and people are increasingly dependent on communication networks. This requires that the communication network must have extremely high reliability and security. When some nodes in the complex network structure have communication failures, they must be able to automatically, quickly and intelligently diagnose the fault, locate the fault, and effectively implement This is also an important research content and realization goal of network management. Modern communication networks generally have a complete log system during operation, wh...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/24G06K9/62
CPCH04L41/0631H04L41/065H04L41/0604G06F18/23
Inventor 王明辉
Owner 新华三人工智能科技有限公司
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