• P-ISSN 0974-6846 E-ISSN 0974-5645

Indian Journal of Science and Technology

Article

Indian Journal of Science and Technology

Year: 2022, Volume: 15, Issue: 10, Pages: 428-441

Original Article

An Analysis of a Two-State Markovian Retrial Queueing Model with Priority Customers

Received Date:30 October 2021, Accepted Date:24 December 2021, Published Date:10 March 2022

Abstract

Objective: This study considered a system of retrial queues with two types of customers: high-priority and low-priority. This study deals to find the time dependent probabilities of exact number of arrivals and departures from the system when server is free or busy. Numerical solution and graphical representation will also be presented. Method: For this model, we solved difference differential equations recursively and used Laplace transformation to obtain the transient state probabilities of exact number of arrivals and departures from the system when server is free or busy. Findings: Timedependent probabilities of exact number of arrivals (primary arrivals, arrivals in high priority queue, arrivals in low priority queue) in the system and exact number of departures (primary departures, departures from high priority queue, departures from low priority queue) from the system by a given time for when the server is idle and when the server is busy are obtained. Various interesting performance measures along with some special cases are also obtained. Conversion of two state model into single state model was discussed. Numerical illustrations are also presented using MATLAB programming along with the busy period probabilities of the system and server. Novelty: In past research, models considered arrivals and departures from the orbit whereas in present model arrivals and departures from the system are studied along with the concept of retrial and priority customers. Applications: Priority retrial queues are used in many applications like real time systems, operating systems, manufacturing system, simulation and medical service systems.

Keywords: Arrivals; Departures; Probability; Priority; Retrial

References

  1. Artalejo JR, Gomez. Retrial queueing systems, a computational approach. Berlin. Springer. 2008.
  2. Melikov A, Aliyeva S, Sztrik J. Retrial Queues with Unreliable Servers and Delayed Feedback. Mathematics. 2021;9(19):2415. Available from: https://dx.doi.org/10.3390/math9192415
  3. Goel S, Kulshrestha R. Queueing based spectrum management in cognitive radio networks with retrial and heterogeneous service classes. Journal of Ambient Intelligence and Humanized Computing. 2021;12:1–9. Available from: https://dx.doi.org/10.1007/s12652-021-03442-z
  4. Nair DV, Krishnamoorthy A, Melikov A, Aliyeva S. MMAP/(PH,PH)/1 Queue with Priority Loss through Feedback. Mathematics. 2021;9(15):1797. Available from: https://dx.doi.org/10.3390/math9151797
  5. Shajin D, N. Dudin A, Dudina O, Krishnamoorthy A. A two-priority single server retrial queue with additional items. Journal of Industrial & Management Optimization. 2020;16(6):2891–2912.
  6. Boualem M, Touche N. Stochastic monotonicity approach for a non-Markovian priority retrial queue. Asian-European Journal of Mathematics. 2021;14(09):2150156. Available from: https://dx.doi.org/10.1142/s1793557121501564
  7. Raj R, Jain V. Optimization of traffic control in MMAP. S priority queueing model with PH retrial times and preemptive repeat policy. 2021;16.
  8. Pegden CD, Rosenshine M. Some New Results for theM/M/1 Queue. Management Science. 1982;28(7):821–828. Available from: https://dx.doi.org/10.1287/mnsc.28.7.821
  9. Singla N, Kaur H. A Two-State Retrial Queueing Model with Feedback having Two Identical Parallel Servers. Indian Journal of Science and Technology. 2021;14(11):915–931. Available from: https://dx.doi.org/10.17485/ijst/v14i11.1167
  10. Singla N, Kalra S. A two-dimensional Multiserver Queuing system with repeated attempts and impatience. Indian Journal of Science and Technology. 2021;14(17):1379–1391. Available from: https://dx.doi.org/10.17485/ijst/v14i17.820
  11. Singla N, Kalra S. Performance Analysis of a Two- State Queueing Model with Retrials. Journal of Rajasthan Academy of Physical Sciences. 2018;17(1 & 2):81–100.

Copyright

© 2022 Kalra & Singla. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Published By Indian Society for Education and Environment (iSee)

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