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The Alarm Feature Analysis Algorithm for Communication Network

Xilin Ji1Xiaodan Shi2Jinxi Han3Yonghua Huo4Yang Yang2

1. Institute of Chinese Electronic Equipment System Engineering Company2. State Key Laboratory of Networking and Switching Technology,Beijing University of Posts and Telecommunications3. Institute of Systems Engineering4. The 54th Research Institute of CETC

摘要:Due to the long data transmission distance and the highly dynamic changes of communication nodes,the transmission loss and the link error rate of information are significantly increased during transmission.In this paper,based on the features of the communication network,an alarm feature analysis algorithm is proposed.By analyzing the original alarm data with repetition,redundancy and noise,it is finally converted into multiple alarm transaction sets.In the design process,the improved affinity propagation clustering algorithm is proposed and the entropy weight method is used to process the alarm data,which improves the efficiency of extracting alarm transactions.This paper also proposes a method for processing delayed alarm data,which is quickly analyzed under the premise that the delay information is not discarded.Experiments show that the algorithm designed in this paper can effectively improve the efficiency of analyzing alarm information.
会议名称:

The 9th International Conference on Computer Engineering and Networks(CENet2019)

会议时间:

2019-10-18

会议地点:

中国湖南长沙

  • 专辑:

    信息科技

  • 专题:

    电信技术

  • DOI:

    10.26914/c.cnkihy.2019.048092

  • 分类号:

    TN915.0

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