{"title":"基于自适应线性模型的网络流量预测与故障检测","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":"{\"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}","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}
Network traffic prediction and fault detection based on adaptive linear model
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.