M. López-Guerrero, J. Gallardo, D. Makrakis, L. Orozco-Barbosa
{"title":"Sensitivity of a network traffic prediction algorithm","authors":"M. López-Guerrero, J. Gallardo, D. Makrakis, L. Orozco-Barbosa","doi":"10.1109/PACRIM.2001.953708","DOIUrl":null,"url":null,"abstract":"A traffic prediction algorithm is evaluated. It assumes that network traffic is realistically modeled using alpha-stable long-range dependent stochastic processes. This work analyzes the sensitivity of the prediction algorithm with respect to inaccuracies introduced when extracting the model parameters.","PeriodicalId":261724,"journal":{"name":"2001 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (IEEE Cat. No.01CH37233)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2001-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2001 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (IEEE Cat. No.01CH37233)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PACRIM.2001.953708","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
A traffic prediction algorithm is evaluated. It assumes that network traffic is realistically modeled using alpha-stable long-range dependent stochastic processes. This work analyzes the sensitivity of the prediction algorithm with respect to inaccuracies introduced when extracting the model parameters.