Research on predicting network traffic using neural networks

• Main Authors: WANG, Zhaoxia, SUN, Yugeng, WANG, Zhiyong, Hao, T., Sun, X., Qin, J., SHEN, Huayu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2006
• Subjects: Back-propagation (BP) algorithms; Davidon least squares-based learning algorithm; Network traffic predicting; Neural network (NN); Numerical Analysis and Scientific Computing; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/5638
• Institution: Singapore Management University

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...