DocumentCode
3187302
Title
Traffic Distribution Forecasting in Packet-Switching Networks
Author
Zandi, Faramak
Author_Institution
Alzahra Univ., Tehran
fYear
2008
fDate
16-21 March 2008
Firstpage
115
Lastpage
121
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Networking and Services, 2008. ICNS 2008. Fourth International Conference on
Conference_Location
Gosier
Print_ISBN
978-0-7695-3094-9
Type
conf
DOI
10.1109/ICNS.2008.16
Filename
4476545
Link To Document