Abstract

TORRES ALVAREZ, Nelson Stivet; HERNANDEZ, César  and  PEDRAZA, Luis F. Neural networks and prediction of traffic. Tecnura [online]. 2011, vol.15, n.29, pp.90-97. ISSN 0123-921X.

This paper shows the development of a traffic model based on neural networks. Traffic data used in training of the neural network were extracted from a data network through the Ethernet LAN Ethereal Sniffer; also MATLAB software was used to modeling the three-layer neural network. The results show the flexibility and accuracy of neural networks in modeling of Ethernet network traffic, if you have a sufficient number of samples of traffic to train it.

Keywords : Forecasting; data network; neural network; traffic.

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