Traffic modeling of a sub-network by using ARIMA

Yen Wen Chen, Chung Chi Chou

研究成果: 書貢獻/報告類型會議論文篇章同行評審

23 引文 斯高帕斯(Scopus)

摘要

The Internet traffic characteristics of a sub-network are analyzed from the correlation point of view. It is easy to recognize that the traffic histogram of the sub-network shows the seasonal variation phenomenon with a 24-hour period due to the daily usage. This property is important for traffic modeling. The autoregressive integrated moving average (ARIMA) model is applied to characterize the properties of sun-network traffic. The modeling performance is evaluated by examining the match of histogram and moving average behavior. Our experimental results illustrate that the proposed model can effectively capture the characteristics of Internet traffic and can then be used as a suitable traffic model for the analysis of Internet performance.

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主出版物標題2001 International Conferences on Info-Tech and Info-Net
主出版物子標題A Key to Better Life, ICII 2001 - Proceedings
編輯Y.X. Zhong, Zhisheng Niu, Shiduan Cheng
發行者Institute of Electrical and Electronics Engineers Inc.
頁面730-735
頁數6
ISBN(電子)0780370104, 9780780370104
DOIs
出版狀態已出版 - 2001
事件International Conferences on Info-Tech and Info-Net, ICII 2001 - Beijing, China
持續時間: 29 10月 20011 11月 2001

出版系列

名字2001 International Conferences on Info-Tech and Info-Net: A Key to Better Life, ICII 2001 - Proceedings
2

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???event.eventtypes.event.conference???International Conferences on Info-Tech and Info-Net, ICII 2001
國家/地區China
城市Beijing
期間29/10/011/11/01

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