Title :
2D steady-state models of homogeneous continuous time markov chains with vector quantization
Author :
Radev, Dimitar ; Radeva, Svetla ; Iliev, Mihail
Author_Institution :
Dept. of Commun. Technique & Technol., Univ. of Rousse
Abstract :
An approach for presentation of distribution of homogeneous continuous Markov chains with the help of vector quantization is suggested. Rules for 2D transformation of complex queuing systems, described with discrete time Markov chains and Markov reward models are summarized. Numerical results for simple tandem Jackson network are presented
Keywords :
Markov processes; queueing theory; vector quantisation; 2D steady-state model; Markov reward model; communication network; discrete time Markov chains; homogeneous continuous time markov chains; queuing system; simulation modeling; tandem Jackson network; vector quantization; Communication networks; Communications technology; Computer aided engineering; Neural networks; Performance analysis; Queueing analysis; Steady-state; Stochastic processes; Time series analysis; Vector quantization;
Conference_Titel :
Information Technology Interfaces, 2004. 26th International Conference on
Conference_Location :
Cavtat
Print_ISBN :
953-96769-9-1
