Multi-server tandem queue with Markovian arrival process, phase-type service times, and finite buffers

被引:40
作者
Baumann, Hendrik [1 ]
Sandmann, Werner [2 ]
机构
[1] Tech Univ Clausthal, Dept Appl Stochast & Operat Res, Erzstr 1, D-38678 Clausthal Zellerfeld, Germany
[2] Univ Saarland, Dept Comp Sci, Campus E1 3, D-66123 Saarbrucken, Germany
关键词
Queueing; Multi-server tandem queue; Markovian arrival process; Phase-type service time distributions; Matrix-analytic method; SYSTEM; VACATIONS; CUSTOMERS; INFINITE; MODEL;
D O I
10.1016/j.ejor.2016.07.035
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We consider multi-server tandem queues where both stations have a finite buffer and all services times are phase-type distributed. Arriving customers enter the first queueing station if buffer space is available or get lost otherwise. After completing service in the first station customers proceed to the second station if buffer space is available, otherwise a server at the first station is blocked until buffer space becomes available at the second station. We provide an exact computational analysis of various steady-state performance measures such as loss and blocking probabilities, expectations and higher moments of numbers of customers in the queues and in the whole system by modeling the tandem queue as a level-dependent quasi-birth-and-death process and applying suitable matrix-analytic methods. Numerical results are presented for selected representative examples. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:187 / 195
页数:9
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