Usage of RBF Networks in prediction of network traffic
Maciej Szmit, Anna Szmit, Marcin Kuzia
Citation: Position Papers of the 2013 Federated Conference on Computer Science and Information Systems, M. Ganzha, L. Maciaszek, M. Paprzycki (eds). ACSIS, Vol. 1, pages 63–66 (2013)
Abstract. Prediction of future time series values is area of statistics and computer science research related to pattern recognition. Especially possibility of prediction of the future computer network traffic may be usable in detection of abnormal situations like DoS attacks or occurrence of problems with network infrastructure. The article is devoted to usage artificial neural networks, with radial basis activation function for prediction of network traffic in sample local area networks.