Title :
Traffic Distribution Forecasting in Packet-Switching Networks
Author_Institution :
Alzahra Univ., Tehran
Abstract :
This paper presents a traffic distribution forecasting model in packet-switching networks with mapping these networks into multi-commodity networks. Firstly, the radial basis function (RBF) networks is applied to monitor and learn the real traffic distribution at present time. Then, a quadratic model is used to calibrate these functions for precise traffic distribution forecasting. The implementation of the proposed model is demonstrated through the use of a numerical example.
Keywords :
packet switching; radial basis function networks; telecommunication network planning; telecommunication traffic; capacity planning; multicommodity networks; packet-switching networks; quadratic model; radial basis function networks; traffic distribution forecasting; Access protocols; Capacity planning; Delay estimation; Demand forecasting; Monitoring; Predictive models; Radial basis function networks; Technology forecasting; Telecommunication traffic; Traffic control; Fuzzy; Multi-Commodity Network; RBF Network; Traffic Distribution Matrix;
Conference_Titel :
Networking and Services, 2008. ICNS 2008. Fourth International Conference on
Conference_Location :
Gosier
Print_ISBN :
978-0-7695-3094-9
DOI :
10.1109/ICNS.2008.16
