A Probabilistic Approach To Faults Prediction in Cellular Networks

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	Similar Articles Articles by Okuthe P. Kogeda Articles by Johnson I. Agbinya Articles by Christian W. Omlin

International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICNICONSMCL'06)

Morne, Mauritius

April 23-April 29

ISBN: 0-7695-2552-0

	ASCII Text	x
	Okuthe P. Kogeda, Johnson I. Agbinya, Christian W. Omlin, "A Probabilistic Approach To Faults Prediction in Cellular Networks," Mobile Communications and Learning Technologies, Conference on Networking, Conference on Systems, International Conference on, pp. 130, International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICNICONSMCL'06), 2006.

	BibTex	x
	@article{ 10.1109/ICNICONSMCL.2006.29, author = {Okuthe P. Kogeda and Johnson I. Agbinya and Christian W. Omlin}, title = {A Probabilistic Approach To Faults Prediction in Cellular Networks}, journal ={Mobile Communications and Learning Technologies, Conference on Networking, Conference on Systems, International Conference on}, volume = {0}, year = {2006}, isbn = {0-7695-2552-0}, pages = {130}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICNICONSMCL.2006.29}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Mobile Communications and Learning Technologies, Conference on Networking, Conference on Systems, International Conference on TI - A Probabilistic Approach To Faults Prediction in Cellular Networks SN - 0-7695-2552-0 SP EP A1 - Okuthe P. Kogeda, A1 - Johnson I. Agbinya, A1 - Christian W. Omlin, PY - 2006 KW - Fault Prediction KW - Bayesian network KW - Probabilisticmodels KW - conditional probability KW - causality KW - Cellular networks KW - fault management KW - services and simulation. VL - 0 JA - Mobile Communications and Learning Technologies, Conference on Networking, Conference on Systems, International Conference on ER -

Okuthe P. Kogeda, University of the Western Cape, South Africa.

Johnson I. Agbinya, University of Technology, Sydney, Australia

Christian W. Omlin, University of the South Pacific, Suva, FIJI ISLANDS

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICNICONSMCL.2006.29

This paper discusses modelling and prediction of faults in cellular networks. We derive probabilistic models of the cellular network systems in which the independence relations between the variables of interest are represented explicitly. We use a directed graph in which two nodes are connected by an edge if one is a direct cause of the other. We present the process of construction of a structure of a Bayesian network. We explored the complexity and performance of fault prediction using Bayesian network.

Index Terms:

Fault Prediction, Bayesian network, Probabilisticmodels, conditional probability, causality, Cellular networks, fault management, services and simulation.

Citation:

Okuthe P. Kogeda, Johnson I. Agbinya, Christian W. Omlin, "A Probabilistic Approach To Faults Prediction in Cellular Networks," icniconsmcl, pp.130, International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICNICONSMCL'06), 2006

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