A geometric product-form distribution for a queueing network with non-standard batch arrivals and batch transfers

被引:26
|
作者
Miyazawa, M [1 ]
Taylor, PG [1 ]
机构
[1] UNIV ADELAIDE,DEPT APPL MATH,ADELAIDE,SA 5005,AUSTRALIA
关键词
Markovian queueing network; batch arrival; batch service; stochastic order; geometric distribution; product-form; stationary distribution; negative customer;
D O I
10.2307/1428015
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We introduce a batch service discipline, called assemble-transfer batch service, for continuous-time open queueing networks with batch movements. Under this service discipline a requested number of customers is simultaneously served at a node, and transferred to another node as, possibly, a batch of different size, if there are sufficient customers there; the node is emptied otherwise. We assume a Markovian setting for the arrival process, service times and routing, where batch sizes are generally distributed. Under the assumption that extra batches arrive while nodes are empty, and under a stability condition, it is shown that the stationary distribution of the queue length has a geometric product form over the nodes if and only if certain conditions are satisfied for the extra arrivals. This gives a new class of queueing networks which have tractable stationary distributions, and simultaneously shows that the product form provides a stochastic upper bound for the stationary distribution of the corresponding queueing network without the extra arrivals.
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页码:523 / 544
页数:22
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