Abstract

GARCIA, Gustavo A.  and  SALCEDO, Octavio. Prediction of Failures in IP Networks using Artificial Neural Networks. Polibits [online]. 2010, n.41, pp.67-73. ISSN 1870-9044.

The paper presents the implementation of a system for predicting failures in LAN (timeout failure and rejection of connections), using neural networks (multilayer perceptron). It describes the implementation of the system, experiments conducted for the selection of specific parameters of the neural network, training algorithm and evaluation results.

Keywords : Prediction of failures; MIB; Artificial Neural Networks; multilayer perceptron; backpropagation.

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