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
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;
Conference_Titel :
Telecommunications in Modern Satellite, Cable and Broadcasting Service, 2003. TELSIKS 2003. 6th International Conference on
Print_ISBN :
0-7803-7963-2
DOI :
10.1109/TELSKS.2003.1246318
