Network traffic prediction and fault detection based on adaptive linear model

Jun Lv, Xing Li, Congsen Ran, Tao He
{"title":"Network traffic prediction and fault detection based on adaptive linear model","authors":"Jun Lv, Xing Li, Congsen Ran, Tao He","doi":"10.1109/ICIT.2004.1490191","DOIUrl":null,"url":null,"abstract":"Internet traffic analysis, models simulation and prediction play a very important part in the network management and design. This paper brings the new thought in network traffic modeling and prediction, and proposes a new algorithm to modify the model coefficient continuously.","PeriodicalId":136064,"journal":{"name":"2004 IEEE International Conference on Industrial Technology, 2004. IEEE ICIT '04.","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2004 IEEE International Conference on Industrial Technology, 2004. IEEE ICIT '04.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIT.2004.1490191","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

Internet traffic analysis, models simulation and prediction play a very important part in the network management and design. This paper brings the new thought in network traffic modeling and prediction, and proposes a new algorithm to modify the model coefficient continuously.
基于自适应线性模型的网络流量预测与故障检测
网络流量分析、模型仿真和预测在网络管理和设计中起着非常重要的作用。本文提出了网络流量建模与预测的新思路,并提出了一种连续修正模型系数的新算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信