Mathematical analysis of a Markovian multi-server feedback queue with a variant of multiple vacations, balking and reneging

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Abstract

In this paper, we analyze a multi-server queue with customers’ impatience and Bernoulli feedback under a variant of multiple vacations. On arrival, a customer decides whether to join or balk the system, based on the observation of the system size as well as the status of the servers. It is supposed that customer impatience can arise both during busy and vacation period because of the long wait already experienced in the system. The latter can be retained via certain mechanism used by the system. The feedback occurs as returning a part of serviced customers to get a new service. The queue under consideration can be used to model the processes of information transmission in telecommunication networks. We develop the Chapman-Kolmogorov equations for the steady-state probabilities and solve the differential equations by using the probability generating function method. In addition, we obtain explicit expressions of some important system characteristics. Different queueing indices are derived such as the probabilities when the servers are in different states, the mean number of customers served per unit of time, and the average rates of balking and reneging.

About the authors

Amina Angelika Bouchentouf

Djillali Liabes University of Sidi Bel Abbes

Author for correspondence.
Email: bouchentouf_amina@yahoo.fr
ORCID iD: 0000-0001-8972-4221

Full Professor, Professor of Mathematics

22000, Algeria

Latifa Medjahri

University of Tlemcen

Email: l.medjahri@yahoo.fr

Faculty Member at Abou Bekr Belkaid University of Tlemcen

B.P. 119, 13000, Algeria

Mohamed Boualem

University of Bejaia

Email: robertt15dz@yahoo.fr
ORCID iD: 0000-0001-9414-714X

Full Professor, Professor of Applied Mathematics at the Department of Technology

06000, Algeria

Amit Kumar

Chandigarh University, Mohali (Punjab)

Email: amitk251@gmail.com
ORCID iD: 0000-0001-5347-1808

Assistant Professor at the Department of Mathematics

Pin No-140413, India

References

  1. M. Boualem, N. Djellab, and D. Aissani, “Stochastic Inequalities for an M/G/1 retrial queues with vacations and constant retrial policy,” Mathematical and Computer Modelling, vol. 50, no. 1-2, pp. 207-212, 2009. doi: 10.1016/j.mcm.2009.03.009.
  2. R. Arumuganathan and K. S. Ramaswami, “Analysis of a bulk queue with fast and slow service rates and multiple vacations,” Asia-Pacific Journal of Operational Research, vol. 22, no. 2, pp. 239-260, 2005. doi: 10.1142/S0217595905000534.
  3. Y. Levy and U. Yechiali, “An M/M/s Queue With Servers’ Vacations,” INFOR: Information Systems and Operational Research, vol. 14, no. 2, pp. 153-163, 1976. doi: 10.1080/03155986.1976.11731635.
  4. B. T. Doshi, “Queueing systems with vacations-a survey,” Queueing Systems, vol. 1, no. 1, pp. 29-66, 1986. doi: 10.1007/BF01149327.
  5. S. M. Gupta, “Machine interference problem with warm spares, server vacations and exhaustive service,” Performance Evaluation, vol. 29, no. 3, pp. 195-211, 1997. doi: 10.1016/S0166-5316(96)00046-6.
  6. N. Tian and Z. G. Zhang, Vacation queueing models: Theory and applications. New York, USA: Springer, 2006.
  7. Z. G. Zhang and N. Tian, “Analysis on queueing systems with synchronous vacations of partial servers,” Performance Evaluation, vol. 52, no. 4, pp. 269-282, 2003. doi: 10.1016/S0166-5316(02)00192-X.
  8. Z. G. Zhang and N. Tian, “Analysis of Queueing Systems with Synchronous Single Vacation for Some Servers,” Queueing Systems, vol. 45, pp. 161-175, 2003. doi: 10.1023/A:1026097723093.
  9. A. A. Bouchentouf, M. Cherfaoui, and M. Boualem, “Performance and economic analysis of a single server feedback queueing model with vacation and impatient customers,” OPSEARCH, vol. 56, pp. 300-323, 2019. doi: 10.1007/s12597-019-00357-4.
  10. A. A. Bouchentouf, M. Cherfaoui, and M. Boualem, “Analysis and performance evaluation of Markovian feedback multi-server queueing model with vacation and impatience,” American Journal of Mathematical and Management Sciences, vol. 40, no. 3, pp. 375-391, 2020. DOI: 10. 1080/01966324.2020.1842271.
  11. A. A. Bouchentouf and A. Guendouzi, “Sensitivity analysis of feedback multiple vacation queueing system with differentiated vacations, vacation interruptions and impatient customers,” International journal of applied mathematics & statistics, vol. 57, no. 6, pp. 104-121, 2018.
  12. A. A. Bouchentouf and A. Guendouzi, “The MX/M/c Bernoulli feedback queue with variant multiple working vacations and impatient customers: performance and economic analysis,” Arabian Journal of Mathematics, vol. 9, pp. 309-327, 2020. doi: 10.1007/s40065-0190260-x.
  13. M. Boualem, M. Cherfaoui, N. Djellab, and D. Aissani, “Analyse des performances du système M/G/1 avec rappels et Bernoulli feedback,” French, Journal Européen des Systèmes Automatisés, vol. 47, no. 1-3, pp. 181-193, 2013. doi: 10.3166/jesa.47.181-193.
  14. A. Z. Melikov, S. H. Aliyeva, and M. O. Shahmaliyev, “Methods for computing a system with instantaneous feedback and variable input stream intensity,” Automation and Remote Control, vol. 81, no. 9, pp. 1647- 1658, 2020. doi: 10.1134/S0005117920090052.
  15. A. A. Bouchentouf, M. Cherfaoui, and M. Boualem, “Modeling and simulation of Bernoulli feedback queue with general customers’ impatience under variant vacation policy,” International Journal of Operational Research, vol. 1, 2020. doi: 10.1504/IJOR.2020.10034866.
  16. S. Benjaafar, J.-P. Gayon, and S. Tepe, “Optimal control of a productioninventory system with customer impatience,” Operations Research Letters, vol. 38, no. 4, pp. 267-272, 2010. doi: 10.1016/j.orl.2010.03.008.
  17. N. Gans, G. Koole, and A. Mandelbaum, “Telephone call centers: tutorial, review, and research prospects,” Manufacturing and Service Operations Management, vol. 5, no. 2, pp. 79-141, 2003. doi: 10.1287/msom.5.2.79.16071.
  18. F. Afroun, D. Aıs̈ sani, D. Hamadouche, and M. Boualem, “Q-matrix method for the analysis and performance evaluation of unreliable M/M/1/N

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