Prediction of Failures in IP Networks using Artificial Neural Networks

Authors: Gustavo A. García, Octavio Salcedo

 Polibits, 41, pp. 67-76, 2010.

Abstract:  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

PDF: Prediction of Failures in IP Networks using Artificial Neural Networks, Alternative link