Value-added services network alarm correlation analysis model based on data mining

郭洪波; 李炜; 王晶

doi:10.13992/j.cnki.tetas.2011.11.017

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Value-added services network alarm correlation analysis model based on data mining

更新时间：2026-04-20

- Value-added services network alarm correlation analysis model based on data mining
- Vol. 24, Issue 11, Pages: 79-83(2011)
- 作者机构：
  
  1. 北京邮电大学网络与交换技术国家重点实验室
  2. 东信北邮信息技术有限公司
- 作者简介：
- 基金信息：
- DOI：10.13992/j.cnki.tetas.2011.11.017
  CLC： TP311.13
- Published：2011
- 稿件说明：
移动端阅览
[1]郭洪波,李炜,王晶.基于数据挖掘的增值业务网管告警关联分析模型[J].电信工程技术与标准化,2011,24(11):79-83.

郭洪波, 李炜, 王晶. Value-added services network alarm correlation analysis model based on data mining[J]. 2011, 24(11): 79-83.
[1]郭洪波,李炜,王晶.基于数据挖掘的增值业务网管告警关联分析模型[J].电信工程技术与标准化,2011,24(11):79-83. DOI： 10.13992/j.cnki.tetas.2011.11.017.

郭洪波, 李炜, 王晶. Value-added services network alarm correlation analysis model based on data mining[J]. 2011, 24(11): 79-83. DOI： 10.13992/j.cnki.tetas.2011.11.017.

摘要

随着增值业务的种类越来越多、规模越来越大

仅仅通过领域专家获得告警关联知识已经无法满足网络维护的需要。因此数据挖掘技术在告警关联分析中的应用应运而生

它在解决告警关联分析问题时首先通过大量历史告警的一些统计规律来发现告警关联规则

然后根据规则分析和预测网络中可能出现的故障。本文介绍了适用于增值业务网管系统的告警关联规则分析流程

并使用具体实例配合说明。

Abstract

With more and more types of value-added services

the increasing scale

obtained the alarm correlation knowledge only by experts has been unable to meet network maintenance needs.Therefore

data mining technology in the alarm correlation analysis came into being

it addresses the problem of alarm correlation analysis when the first through analysis a lot of history alarm to discover the laws of some statistical alarm association rules

then analysis and forecast network failure that may occur according to the rules.This article describes the process of alarm correlation rules analysis in the network management system for value-added services

and use concrete examples with instructions.

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references

一种时间序列频繁模式挖掘算法及其在WSAN行为预测中的应用 [J]. 万里,廖建新,朱晓民. 电子与信息学报 . 2010(03)

网络故障管理系统中告警相关性分析实现技术研究 [J]. 马秀丽,王红霞,张凌云. 沈阳理工大学学报 . 2009(03)

基于ACE并发编程模式的告警关联系统设计与实现 [J]. 朱建文,廖建新,朱晓民,王纯. 计算机系统应用 . 2007(11)

基于关联规则和情景规则的网络告警分析模型 [J]. 沈云斐,李丹,陶琨,覃征. 小型微型计算机系统 . 2007(02)

数据挖掘导论[M]. 人民邮电出版社 , (美)Pang-NingTan,（美）MichaelSteinbach,（美）VipinKumar著, 2006

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