Title :
Optimal Admission Control for Tandem Queues With Loss
Author :
Bo Zhang ; Ayhan, Hayriye
Author_Institution :
IBM T.J. Watson Res. Center, Yorktown Heights, NY, USA
Abstract :
We consider a two-station tandem queue loss model where customers arrive to station 1 according to a Poisson process. A gatekeeper who has complete knowledge of the number of customers at both stations decides to accept or reject each arrival. A cost c1 is incurred if a customer is rejected, while if an admitted customer finds that station 2 is full at the time of his service completion at station 1, he leaves the system and a cost c2 is incurred. Assuming exponential service times at both stations, an arbitrary but finite buffer size at station 1 and a buffer size of one at station 2, we show that the optimal admission control policy for minimizing the long-run average cost per unit time has a simple structure. Depending on the value of c2 compared to a threshold value c*, it is optimal to admit a customer at the time of his arrival either only if the system is empty or as long as there is space at station 1. We also provide the closed-form expression of c*, which depends on the service rates at both stations, the arrival rate and c1.
Keywords :
optimal control; optimisation; queueing theory; stochastic processes; Poisson process; exponential service; finite buffer size; gatekeeper; optimal admission control policy; two-station tandem queue loss model; Admission control; Equations; Logic gates; Markov processes; Mathematical model; Servers; Space stations; Admission control; Markov decision processes; dynamic programming; loss models; optimal control; tandem queues;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2012.2228036