Title :
System Content and Packet Delay in Discrete-Time Queues with Session-Based Arrivals
Author :
Hoflack, Laurence ; De Vuyst, S. ; Wittevrongel, Sabine ; Bruneel, Herwig
Author_Institution :
Ghent Univ., Ghent
Abstract :
This paper considers a discrete-time queueing model with infinite storage capacity and one single output line. Users can start and end sessions during which they are active and send packets to the queueing system. Each active user generates a random but strictly positive number of packets per time slot: this results in a session-based arrival process of packets. This model can for instance be applied to study the traffic of a file server, where one file download by a user corresponds to one session. The steady-state probability generating functions of the number of active sessions, buffer occupancy (number of packets stored in the buffer) and packet delay are derived. We also derive an approximation for the tail probabilities of the buffer occupancy. This allows us to study the influence of the different system parameters: some examples are presented.
Keywords :
approximation theory; buffer storage; probability; queueing theory; buffer occupancy; discrete-time queues; file server traffic; packet delay; session-based arrivals; steady-state probability generating functions; system content; tail probabilities approximation; Buffer storage; Communication system traffic; Delay; Equations; File servers; Information technology; Random number generation; Tail; Telecommunication traffic; Traffic control; analytic method; packet-based networks; performance evaluation; queueing theory; session-based arrivals;
Conference_Titel :
Information Technology: New Generations, 2008. ITNG 2008. Fifth International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
0-7695-3099-0
DOI :
10.1109/ITNG.2008.151