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Association rule analysis method and equipment for multi-dimensional network indexes and storage medium

An analysis method and index technology, applied in the field of network operation and maintenance, to achieve the effect of improving the effect

Pending Publication Date: 2022-03-01
ZTE CORP
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  • Application Information

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Problems solved by technology

[0003] However, directly using the frequent itemsets output by the mining algorithm as the association result of massive time series indicators can only describe the simple association relationship between network indicators, making the association results insufficient to accurately predict the future network

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  • Association rule analysis method and equipment for multi-dimensional network indexes and storage medium
  • Association rule analysis method and equipment for multi-dimensional network indexes and storage medium
  • Association rule analysis method and equipment for multi-dimensional network indexes and storage medium

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Embodiment Construction

[0018] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the embodiments of the present application will be described in detail below with reference to the accompanying drawings. However, those of ordinary skill in the art can understand that in each embodiment of the application, many technical details are provided for readers to better understand the application. However, even without these technical details and various changes and modifications based on the following embodiments, the technical solutions claimed in this application can also be realized. The division of the following embodiments is for the convenience of description, and should not constitute any limitation to the specific implementation of the present application, and the embodiments can be combined and referred to each other on the premise of no contradiction.

[0019] The first embodiment of the present invention relates to a method for ...

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Abstract

The invention relates to the technical field of network operation and maintenance, in particular to an association rule analysis method and equipment for multi-dimensional network indexes and a storage medium. The association rule analysis method for the multi-dimensional network indexes comprises the following steps: mapping obtained index data to obtain a data sequence; association rule mining is conducted on the data sequence, an association index set of a pre-selected target index is obtained, and the association index set is a set composed of network indexes having an association relation with the target index; obtaining a correlation coefficient between each index in the correlation index set and the target index; and performing analysis according to the correlation coefficient to obtain a correlation result of the target index. The method is applied to the network operation and maintenance process, and the purposes of further analyzing a frequent item set directly obtained by association rule mining, determining the strength of the network index association relationship and obtaining the strong association relationship of the network indexes are achieved.

Description

technical field [0001] The present invention relates to the technical field of network operation and maintenance, in particular to a method, device and storage medium for analyzing association rules of multi-dimensional network indicators. Background technique [0002] In order to provide users with high-quality network services, it is necessary to monitor abnormalities and uncontrollable changes in the network to maintain the normal and stable operation of the network. The current monitoring method is to use the data mining algorithm to mine the association rules of the index data, predict the state of the future network according to the frequent itemsets output by the mining algorithm, and monitor the abnormal and uncontrollable changes in the network. [0003] However, directly using the frequent itemsets output by the mining algorithm as the association result of massive time series indicators can only describe the simple association relationship between network indicato...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/2458H04L43/08H04L43/16
CPCG06F16/2465G06F16/2474H04L43/08H04L43/16G06F2216/03H04L41/147
Inventor 蒋勇杨辉彭鑫薄开涛李睿包博文张杰
Owner ZTE CORP
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