Network traffic multi-step prediction based on chaos theory and improved echo state network

Network traffic multi-step prediction based on chaos theory and improved echo state network

Network traffic prediction was an important problem of network management and network congestion control.In order to solve this problem,a network traffic prediction method based on chaos theory and improved echo state net-work was proposed.Firstly,network traffic sample with differe time scale were...

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Bibliographic Details
Main Authors: Zhong-da TIAN, Shu-jiang LI, Yan-hong WANG, Xiang-dong WANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2016-03-01
Series:Tongxin xuebao
Subjects:
network traffic
chaos
echo state network
time scale
prediction
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016053/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016053/

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