Title :
Performance Analysis of Discrete-Time Autoregressive Queueing Systems
Author :
Fiems, Dieter ; Claeys, Dieter ; Bruneel, Herwig
Author_Institution :
Dept. of Telecommun. & Inf. Process., Ghent Univ., Ghent
Abstract :
We consider a discrete-time single server queueing system with an autoregressive arrival process. Arrivals stem from two discrete autoregressive arrival processes of order 1. This aggregated arrival process combines analytical tractability with the ability to capture both short- and long-term correlation. Closed-form expressions for the mean and variance of the queue content and packet delay are obtained. We illustrate our approach by means of some numerical examples.
Keywords :
autoregressive processes; correlation methods; queueing theory; closed-form expressions; discrete autoregressive arrival process; discrete-time autoregressive queueing system; long-term correlation; packet delay; short-term correlation; single server queueing system; Autoregressive processes; Buffer storage; Closed-form solution; Communications Society; Conferences; Delay; Information processing; Performance analysis; Probability distribution; Queueing analysis;
Conference_Titel :
Communications Workshops, 2008. ICC Workshops '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2052-0
Electronic_ISBN :
978-1-4244-2052-0
DOI :
10.1109/ICCW.2008.49
