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Title: Intelligent Bandwidth Management System: IBMS An Intelligent Solution for Excess Bandwidth Management
Authors: Jayawardhana, E.W.
Fonseka, K.W.K.D.
Madusanka, D.M.R.
Colombage, D.M.H.
De Alwis, P.S.N.
Keywords: Bandwidth Management
Artificial Neural Networks
Management Information Base
Time Series Forecasting
Simple Network Management Protocol
Issue Date: 16-Jun-2014
Abstract: In the last decade the Internet and Data communication technology has revolutionaries the ICT field. But the bandwidth limitation in communication media reduced the maximum potential growth that can be gain in data communication and internet technology and bandwidth management became a more focused area in communication industry. The present approach is for providing an intelligent solution and an automated solution for the excess bandwidth management. Intelligence of this bandwidth management system will be able to track the bandwidth usage patterns of a particular subscriber and predict the future usage in order to allocate excess bandwidth for another subscriber who is willing to occupy some more bandwidth. An evaluation is done for the bandwidth forecasting results for the accuracy measurements.
Appears in Collections:NCTM - SLIIT 2005

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