Round Trip Time Prediction Using the Symbolic Function Network Approach

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 multilaye...

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Bibliographic Details
Published in2007 International Symposium on Information Technology Convergence (ISITC 2007) pp. 3 - 7
Main Authors Eskander, G.S., Atiya, A., Kil To Chong, Hyongsuk Kim, Sung Goo Yoo
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2007
Subjects
Delay
Internet
IP networks
Neural networks
Packet switching
Power system modeling
Predictive models
Protocols
Quality of service
Timing
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Summary: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.
ISBN:0769530451
9780769530451
DOI:10.1109/ISITC.2007.52