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Method for determining alarm convergence recovery based on damping algorithm

An algorithm and damping technology, applied in the field of computer communication, can solve problems such as unfavorable, efficient and accurate determination, reducing the sensitivity of operation and maintenance personnel to alarm information, and inability to flexibly and sensitively perceive business changes.

Pending Publication Date: 2020-12-25
叶晓斌 +5
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AI Technical Summary

Problems solved by technology

Network equipment increases exponentially, and a large number of alarms will be generated during network operation and maintenance. With the development of 5G services, the number of alarms may explode.
A large number of alarms will bring difficulties to network operation and maintenance. First, it will reduce the sensitivity of operation and maintenance personnel to alarm information; ; The third is that the current traditional operation and maintenance is mostly based on manual setting of alarm thresholds, which cannot flexibly and sensitively perceive business changes

Method used

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  • Method for determining alarm convergence recovery based on damping algorithm
  • Method for determining alarm convergence recovery based on damping algorithm

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Embodiment Construction

[0041] The implementation of the present invention will be described in detail below in conjunction with the accompanying drawings and examples, so as to fully understand and implement the process of how to apply technical means to solve technical problems and achieve technical effects in the present invention. It should be noted that, as long as there is no conflict, each embodiment and each feature in each embodiment of the present invention can be combined with each other, and the formed technical solutions are all within the protection scope of the present invention.

[0042] In addition, the steps shown in the flow diagrams of the figures may be performed in a computer system, such as a set of computer-executable instructions, and, although a logical order is shown in the flow diagrams, in some cases, the sequence may be different. The steps shown or described are performed in the order herein.

[0043] The setting of alarm rules in traditional network operation and maint...

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Abstract

The invention discloses a method for determining alarm convergence recovery based on a damping algorithm. The method comprises the following steps: 1) learning a trend of network service development through machine learning to obtain alarm pre-judgment; and 2) assigning an alarm pushing rule to an algorithm so as to dynamically adjust an alarm triggering and recovering rule. The method provides analarm convergence algorithm with an elastically telescopic characteristic similar to a damping effect. Calculation and analysis are carried out according to a current service development rule clamping algorithm, timely and reasonable response is given for repeated multi-alarm, and frequent and rough shielding is avoided.

Description

technical field [0001] The invention belongs to a method for judging alarm convergence recovery based on a damping algorithm, and belongs to the field of computer communication. Background technique [0002] With the rapid development of science and technology, the three major industries of cloud computing, big data and artificial intelligence have risen rapidly, and the Internet of Everything has gradually entered the homes of ordinary people. Huge O&M challenges. As network equipment increases exponentially, a large number of alarms will be generated during network operation and maintenance. With the development of 5G services, the number of alarms may explode. A large number of alarms will bring difficulties to network operation and maintenance. First, it will reduce the sensitivity of operation and maintenance personnel to alarm information; ; The third is that the current traditional operation and maintenance is mostly based on manual setting of alarm thresholds, whic...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/24G06Q50/30G06Q10/06G06N20/00
CPCH04L41/0654H04L41/0631G06Q10/06393G06N20/00G06Q50/40
Inventor 叶晓斌马娟娟黎宇张园刘惜吾王立俊
Owner 叶晓斌
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