LSTM network traffic prediction and link congestion warning scheme for single port and single link

To predict the traffic at single port and single link,two network traffic prediction models based on long short-term memory neural network were proposed.The first model is for the traffic which changes smoothly at large time granularity.The second model is for the nonstationary traffic which fluctua...

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Bibliographic Details
Main Authors: Wei HUANG, Cuncai LIU, Sibo QI
Format: Article
Language:English
Published: POSTS&TELECOM PRESS Co., LTD 2019-12-01
Series:网络与信息安全学报
Subjects:
Online Access:http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2019066
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