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Workload distributions in ASIP queueing networks

Author

Listed:
  • Onno Boxma

    (Eindhoven University of Technology)

  • Offer Kella

    (The Hebrew University of Jerusalem)

  • Uri Yechiali

    (Tel Aviv University)

Abstract

The workload of a generalized n-site asymmetric simple inclusion process (ASIP) is investigated. Three models are analyzed. The first model is a serial network for which the steady-state Laplace–Stieltjes transform (LST) of the total workload in the first k sites ( $$k\le n$$ k ≤ n ) just after gate openings and at arbitrary epochs is derived. In a special case, the former (just after gate openings) turns out to be an LST of the sum of k independent random variables. The second model is a 2-site ASIP with leakage from the first queue. Gate openings occur at exponentially distributed intervals, and the external input processes to the stations are two independent subordinator Lévy processes. The steady-state joint workload distribution right after gate openings, right before gate openings and at arbitrary epochs is derived. The third model is a shot-noise counterpart of the second model where the workload at the first queue behaves like a shot-noise process. The steady-state total amount of work just before a gate opening turns out to be a sum of two independent random variables.

Suggested Citation

  • Onno Boxma & Offer Kella & Uri Yechiali, 2021. "Workload distributions in ASIP queueing networks," Queueing Systems: Theory and Applications, Springer, vol. 97(1), pages 81-100, February.
  • Handle: RePEc:spr:queues:v:97:y:2021:i:1:d:10.1007_s11134-020-09678-4
    DOI: 10.1007/s11134-020-09678-4
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    References listed on IDEAS

    as
    1. Onno Boxma & Offer Kella & Michel Mandjes, 2019. "Infinite-server systems with Coxian arrivals," Queueing Systems: Theory and Applications, Springer, vol. 92(3), pages 233-255, August.
    2. Onno Boxma & Offer Kella & Uri Yechiali, 2016. "An ASIP model with general gate opening intervals," Queueing Systems: Theory and Applications, Springer, vol. 84(1), pages 1-20, October.
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    Cited by:

    1. Uri Yechiali & Yaron Yeger, 2022. "Matrix Approach for Analyzing n -Site Generalized ASIP Systems: PGF and Site Occupancy Probabilities," Mathematics, MDPI, vol. 10(23), pages 1-33, December.

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