Mathematical analysis of a Markovian multi-server feedback queue with a variant of multiple vacations, balking and reneging
- Authors: Bouchentouf A.A.1, Medjahri L.2, Boualem M.3, Kumar A.4
-
Affiliations:
- Djillali Liabes University of Sidi Bel Abbes
- University of Tlemcen
- University of Bejaia
- Chandigarh University, Mohali (Punjab)
- Issue: Vol 30, No 1 (2022)
- Pages: 21-38
- Section: Articles
- URL: https://journals.rcsi.science/2658-4670/article/view/315377
- DOI: https://doi.org/10.22363/2658-4670-2022-30-1-21-38
- ID: 315377
Cite item
Full Text
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, AlgeriaLatifa Medjahri
University of Tlemcen
Email: l.medjahri@yahoo.fr
Faculty Member at Abou Bekr Belkaid University of Tlemcen
B.P. 119, 13000, AlgeriaMohamed 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, AlgeriaAmit 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, IndiaReferences
- 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.
- 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.
- 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.
- B. T. Doshi, “Queueing systems with vacations-a survey,” Queueing Systems, vol. 1, no. 1, pp. 29-66, 1986. doi: 10.1007/BF01149327.
- 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.
- N. Tian and Z. G. Zhang, Vacation queueing models: Theory and applications. New York, USA: Springer, 2006.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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
Supplementary files
