Title :
Round Trip Time Prediction Using the Symbolic Function Network Approach
Author :
Eskander, George S. ; Atiya, Amir ; Chong, Kil To ; Kim, Hyongsuk ; Yoo, Sung Goo
Author_Institution :
Telecom Egypt, Giza
Abstract :
In this paper, we develop a novel approach to model the Internet round trip time using a recently proposed symbolic type neural network model called symbolic function network. The developed predictor is shown to have good generalization performance and simple representation compared to the multilayer perceptron based predictors.
Keywords :
Internet; neural nets; Internet round trip time; generalization performance; multilayer perceptron based predictors; round trip time prediction; symbolic function network; symbolic type neural network model; Delay; IP networks; Internet; Neural networks; Packet switching; Power system modeling; Predictive models; Protocols; Quality of service; Timing;
Conference_Titel :
Information Technology Convergence, 2007. ISITC 2007. International Symposium on
Conference_Location :
Joenju
Print_ISBN :
0-7695-3045-1
Electronic_ISBN :
978-0-7695-3045-1
DOI :
10.1109/ISITC.2007.52
