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文章基本信息

  • 标题:Network traffic prediction based on ARFIMA model
  • 本地全文:下载
  • 作者:Dingding Zhou ; Songling Chen ; Shi Dong
  • 期刊名称:International Journal of Computer Science Issues
  • 印刷版ISSN:1694-0784
  • 电子版ISSN:1694-0814
  • 出版年度:2012
  • 卷号:9
  • 期号:6
  • 出版社:IJCSI Press
  • 摘要:ARFIMA is a time series forecasting model, which is an improved ARMA model, the ARFIMA model proposed in this article is demonstrated and deduced in detail. combined with network traffic of CERNET backbone and the ARFIMA model,the result shows that,compare to the ARMA model, the prediction efficiency and accuracy has increased significantly, and not susceptible to sampling.
  • 关键词:time series; forecasting model; ARFIMA model; ARMA model
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