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Analysis of generalized QBD queues with matrix-geometrically distributed batch arrivals and services

Horváth, Gábor (2016) Analysis of generalized QBD queues with matrix-geometrically distributed batch arrivals and services. Queueing Systems , 82 (3). pp. 353-380. ISSN 0257-0130

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Abstract

In a quasi-birth–death (QBD) queue, the level forward and level backward transitions of a QBD-type Markov chain are interpreted as customer arrivals and services. In the generalized QBD queue considered in this paper, arrivals and services can occur in matrix-geometrically distributed batches. This paper presents the queue length and sojourn time analysis of generalized QBD queues. It is shown that, if the number of phases is N, the number of customers in the system is order-N matrix-geometrically distributed, and the sojourn time is order-(Formula presented.) matrix-exponentially distributed, just like in the case of classical QBD queues without batches. Furthermore, phase-type representations are provided for both distributions. In the special case of the arrival and service processes being independent, further simplifications make it possible to obtain a more compact, order-N representation for the sojourn time distribution. © 2015 Springer Science+Business Media New York

Item Type: Article
Uncontrolled Keywords: Sojourn time analysis; Queue length analysis; Matrix-analytic methods; Batch service; Batch arrival; Age process
Subjects: Q Science / természettudomány > QA Mathematics / matematika > QA74 Analysis / analízis
SWORD Depositor: MTMT SWORD
Depositing User: MTMT SWORD
Date Deposited: 16 Mar 2016 12:15
Last Modified: 16 Mar 2016 12:15
URI: http://real.mtak.hu/id/eprint/34410

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