Analysis of a Markovian feedback queue with multi-class customers and its application to the weighted round-robin queue

Jerim Kim, Bara Kim, Hsing Luh

    Research output: Contribution to journalArticlepeer-review

    3 Citations (Scopus)

    Abstract

    We consider an M/G/1 Markovian feedback queue with multi-class customers. We derive functional equations for the stationary distribution of the queue size and the total response time. A system of linear equations is also derived for the moments of the queue size and the total response time distributions. The mean and the variance of the queue size and the total response time can be computed by solving the system of linear equations. By using the Markovian feedback queue with multi-class customers, we also investigate the M/PH/1 weighted round-robin queue. Numerical examples are given to show that moments of the queue sizes and of the total response times can be easily computed for the weighted round-robin queue. As the service quantum shrinks to zero, the moments of the queue sizes and the total response times converge to some limits which should be the moments of the corresponding discriminatory processor sharing queue.

    Original languageEnglish
    Pages (from-to)137-159
    Number of pages23
    JournalAnnals of Operations Research
    Volume277
    Issue number2
    DOIs
    Publication statusPublished - 2019 Jun 30

    Bibliographical note

    Publisher Copyright:
    © 2018, Springer Science+Business Media, LLC, part of Springer Nature.

    Keywords

    • Feedback queue
    • Queue size
    • Round-robin
    • Sojourn time
    • Weighted round-robin

    ASJC Scopus subject areas

    • General Decision Sciences
    • Management Science and Operations Research

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