DocumentCode
2300514
Title
Vector quantization for simulation modeling of queuing systems
Author
Radev, Dimitar ; Radeva, Svetla
Author_Institution
Dept. of Commun. Techniques & Technol., Univ. of Rouse, Bulgaria
Volume
2
fYear
2003
fDate
1-3 Oct. 2003
Firstpage
689
Abstract
In this research is applied simulation modeling of queuing systems with the help of vector quantization. A technique for adjusting the boundaries between classes with vector quantization is suggested. With this technique is determined the function of density distribution of the input flow. The implementation of suggested approach for simple Jackson queuing system is shown.
Keywords
neural nets; queueing theory; telecommunication networks; vector quantisation; Jackson queuing systems; communication networks; density distribution function; neural networks; queuing theory; simulation modeling; vector quantization; Analytical models; Communication networks; Computational modeling; Computer simulation; Mathematical model; Neural networks; Probability distribution; Queueing analysis; Switches; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Telecommunications in Modern Satellite, Cable and Broadcasting Service, 2003. TELSIKS 2003. 6th International Conference on
Print_ISBN
0-7803-7963-2
Type
conf
DOI
10.1109/TELSKS.2003.1246318
Filename
1246318
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