Research on predicting network traffic using neural networks

Research on predicting network traffic using neural networks

This paper used Back-propagation (BP) algorithms and Davidon least squares-based learning algorithm to train the neural network (NN) to predict the nonlinear self-similar network traffic respectively. The feasibility and advantage of these two algorithms were discussed by analyzing the Mean learning...

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書目詳細資料
Main Authors:	WANG, Zhaoxia, SUN, Yugeng, WANG, Zhiyong, Hao, T., Sun, X., Qin, J., SHEN, Huayu
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2006
主題:	Back-propagation (BP) algorithms Davidon least squares-based learning algorithm Network traffic predicting Neural network (NN) Numerical Analysis and Scientific Computing OS and Networks
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/5638
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Singapore Management University
語言:	English

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