A Matrix Geometric Solution of a Multi-Server Queue With Waiting Servers and Customers’ Impatience Under Variant Working Vacation and Vacation Interruption
DOI:
https://doi.org/10.2298/YJOR220315001ZKeywords:
Queueing models, matrix analytic method, performance measures, cost model, optimisationAbstract
This paper deals with a M/M/c queueing system with waiting servers, balking, reneging, and K-variant working vacations subjected to Bernoulli schedule vacation interruption. Whenever the system is emptied, the servers wait for a while before synchronously going on vacation during which services are offered with a lower rate. We obtain the steady-state probabilities of the system using the matrix-geometric method. In addition, we derive important performance measures of the queueing model. Moreover, we construct a cost model and apply a direct search method to get the optimum service rates during both working vacation and regular working periods at lowest cost. Finally, numerical results are provided.References
A. Haghighi and D. Mishev, Queuing models in industry and business. Nova Publishers, 2008.
--, Delayed and network queues, 2016.
--, “Stochastic modeling in industry and management,” in Modeling and Simulation in Industrial Engineering. Springer, 2018, pp. 131-178.
Y. Levy and U. Yechiali, “Utilization of idle time in an M/G/1 queueing system,” Management Science, vol. 22, no. 2, pp. 202-211, 1975.
B. T. Doshi, “Queueing systems with vacations-a survey,”Queueing systems, vol. 1, no. 1, pp. 29-66, 1986.
H. Takagi, “Queueing analysis: a foundation of performance evaluation,” Vacation and priority systems, vol. 1, no. 1, 1991.
N. Tian and Z. G. Zhang, Vacation queueing models: theory and applications. Springer Science & Business Media, 2006, vol. 93.
J.-C. Ke, C.-H. Wu, and Z. G. Zhang, “Recent developments in vacation queueing models: a short survey,” International Journal of Operations Research, vol. 7, no. 4, pp. 3-8, 2010.
L. D. Servi and S. G. Finn, “M/M/1 queues with working vacations (M/M/1/WV),” Performance Evaluation, vol. 50, no. 1, pp. 41-52, 2002.
Y. Baba, “Analysis of a GI/M/1 queue with multiple working vacations,” Operations Research Letters, vol. 33, no. 2, pp. 201-209, 2005.
A. Banik, U. Gupta, and S. Pathak, “On the GI/M/1/N queue with multiple working vacations-analytic analysis and computation,” Applied Mathematical Modelling, vol. 31, no. 9, pp. 1701-1710, 2007.
M. Jain and P. K. Agrawal, “M/Ek/1 queueing system with working vacation,” Quality Technology & Quantitative Management, vol. 4, no. 4, pp. 455-470, 2007.
D.-A. Wu and H. Takagi, “M/G/1 queue with multiple working vacations,” Performance Evaluation, vol. 63, no. 7, pp. 654-681, 2006.
N.-S. Tian, J.-H. Li, and Z. G. Zhang, “Matrix analytic method and working vacation queues-a survey,” International Journal of Information and Management Sciences, vol. 20, no. 4, pp. 603-633, 2009.
A. Banik, “Analysis of single working vacation in GI/M/1/N and GI/M/1/∞ queueing systems,” International Journal of Operational Research, vol. 7, no. 3, pp. 314-333, 2010.
M. Jain and A. Jain, “Working vacations queueing model with multiple types of server breakdowns,” Applied Mathematical Modelling, vol. 34, no. 1, pp. 1-13, 2010.
T. V. Do, “M/M/1 retrial queue with working vacations,” Acta Informatica, vol. 47, no. 1, pp. 67-75, 2010.
D.-Y. Yang and C.-H. Wu, “Cost-minimization analysis of a working vacation queue with n-policy and server breakdowns,”Computers & Industrial Engineering, vol. 82, pp. 151-158, 2015.
J. Li and N. Tian, “The M/M/1 queue with working vacations and vacation interruptions,” Journal of Systems Science and Systems Engineering, vol. 16, no. 1, pp. 121-127, 2007.
J.-H. Li, N.-S. Tian, and Z.-Y. Ma, “Performance analysis of GI/M/1 queue with working vacations and vacation interruption,” Applied Mathematical Modelling, vol. 32, no. 12, pp. 2715-2730, 2008.
Y. Baba, “The M/PH/1 queue with working vacations and vacation interruption,” Journal of Systems Science and Systems Engineering, vol. 19, no. 4, pp. 496-503, 2010.
M. Zhang and Z. Hou, “Performance analysis of MAP/G/1 queue with working vacations and vacation interruption,” Applied Mathematical Modelling, vol. 35, no. 4, pp. 1551-1560, 2011.
T. Li, Z. Wang, and Z. Liu, “Geo/Geo/1 retrial queue with working vacations and vacation interruption,” Journal of Applied Mathematics and Computing, vol. 39, no. 1, pp. 131-143, 2012.
S. Gao and Z. Liu,“An M/G/1 queue with single working vacation and vacation interruption under bernoulli schedule,” Applied Mathematical Modelling, vol. 37, no. 3, pp. 1564-1579, 2013.
D. H. Lee and B. K. Kim, “A note on the sojourn time distribution of an M/G/1 queue with a single working vacation and vacation interruption,”Operations Research Perspectives, vol. 2, pp. 57-61, 2015.
R. Tian, L. Hu, and X. Wu, “Equilibrium and optimal strategies in M/M/1 queues with working vacations and vacation interruptions,” Mathematical Problems in Engineering, vol. 2016, 2016.
S. Majid and P. Manoharan, “Analysis of an M/M/1 queue with working vacation and vacation interruption,” Applications and Applied Mathematics: An International Journal (AAM), vol. 14, no. 1, pp. 19-33, 2019.
D. Yue, W. Yue, and G. Xu, “Analysis of customers’ impatience in an M/M/1 queue with working vacations,” Journal of Industrial & Management Optimization, vol. 8, no. 4, pp. 895-908, 2012.
N. Selvaraju and C. Goswami, “Impatient customers in an M/M/1 queue with single and multiple working vacations,” Computers & Industrial Engineering, vol. 65, no. 2, pp. 207- 215, 2013.
V. Goswami, “Analysis of impatient customers in queues with bernoulli schedule working vacations and vacation interruption,” Journal of Stochastics, vol. 2014, 2014.
A. A. Bouchentouf, A. Guendouzi, and A. Kandouci, “Performance and economic study of heterogeneous M/M/2/N feedback queue with working vacation and impatient customers,” ProbStat Forum, vol. 12, no. 1, pp. 15-35, 2019.
P. Vijaya Laxmi, P. Rajesh, and T. Kassahun, “Analysis of a variant working vacation queue with customer impatience and server breakdowns,” International Journal of Operational Research, vol. 40, no. 4, pp. 437-459, 2021.
M. M. N. GnanaSekar and I. Kandaiyan, “Analysis of an M/G/1 retrial queue with delayed repair and feedback under working vacation policy with impatient customers,” Symmetry, vol. 14, no. 10, p. 2024, 2022.
J.-C. Ke,“Operating characteristic analysis on the M[x]/G/1 system with a variant vacation policy and balking,” Applied Mathematical Modelling, vol. 31, no. 7, pp. 1321-1337, 2007.
D. Yue, W. Yue, Z. Saffer, and X. Chen, “Analysis of an M/M/1 queueing system with impatient customers and a variant of multiple vacation policy,” Journal of Industrial & Management Optimization, vol. 10, no. 1, pp. 89-112, 2014.
P. Vijaya Laxmi and P. Rajesh, “Analysis of variant working vacations queue with customer impatience,” International Journal of Management Science and Engineering Management, vol. 12, no. 3, pp. 186-195, 2017.
--, “Performance measures of variant working vacation on batch arrival queue with reneging,” Int. J. Math. Arch, vol. 8, no. 8, pp. 85-96, 2017.
R. Padmavathy, K. Kalidass, and K. Ramanath, “Vacation queues with impatient customers and a waiting server,” Int. J. Latest Trends Softw. Eng, vol. 1, no. 1, pp. 10-19, 2011.
S. I. Ammar, “Transient solution of an M/M/1 vacation queue with a waiting server and impatient customers,” Journal of the Egyptian Mathematical Society, vol. 25, no. 3, pp. 337-342, 2017.
B. Deepa and K. Kalidass, “The markovian vacation queues with a waiting server and geometric abandonments,” Int. J. Pure Appl. Math, vol. 118, pp. 1903-1910, 2018. [Online]. Available: http://www.ijpam.eu
A. A. Bouchentouf, A. Guendouzi, and A. Kandouci, “Performance and economic analysis of markovian bernoulli feedback queueing system with vacations, waiting server and impatient customers,” Acta Universitatis Sapientiae, Mathematica, vol. 10, no. 2, pp. 218-241, 2018.
M. Suranga Sampath and J. Liu, “Impact of customers’ impatience on an M/M/1 queueing system subject to differentiated vacations with a waiting server,” Quality Technology & Quantitative Management, vol. 17, no. 2, pp. 125-148, 2020.
A. A. Bouchentouf, A. Guendouzi, and S. Majid, “On a finite-buffer markovian queue with differentiated working vacation policy, bernoulli schedule vacation interruption, balking and reneging,” Croatian Operational Research Review, pp. 21-37, 2020.
C.-H. Lin and J.-C. Ke, “Multi-server system with single working vacation,” Applied Mathematical Modelling, vol. 33, no. 7, pp. 2967-2977, 2009.
M. Jain and S. Upadhyaya, “Synchronous working vacation policy for finite-buffer multiserver queueing system,” Applied Mathematics and Computation, vol. 217, no. 24, pp. 9912-9916, 2011.
S. M. Ganie and P. Manoharan, “Impatient customers in an M/M/c queue with single and multiple synchronous working vacations,” Pakistan Journal of Statistics and Operation Research, pp. 571-594, 2018.
A. A. Bouchentouf and A. Guendouzi, “Cost optimization analysis for an MX/M/c vacation queueing system with waiting servers and impatient customers,” SeMA Journal, vol. 76, no. 2, pp. 309-341, 2019.
L. Yahiaoui, A. A. Bouchentouf, and M. Kadi, “Optimum cost analysis for an Geo/Geo/c/N feedback queue under synchronous working vacations and impatient customers,” Croatian Operational Research Review, pp. 211-226, 2019.
P. Vijaya Laxmi and T. Kassahun, “Analysis of variant working vacation queue with reneging under a multi-server environment,” International Journal of Management Science and Engineering Management, vol. 15, no. 2, pp. 130-137, 2020.
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, no. 2, pp. 309-327, 2020.
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. 261-282, 2021.
A. A. Bouchentouf, M. Boualem, M. Cherfaoui, and L. Medjahri,“Variant vacation queueing system with bernoulli feedback, balking and server’s states-dependent reneging,” Yugoslav Journal of Operations Research, vol. 31, no. 4, pp. 557-575, 2021.
A. A. Bouchentouf, M. Boualem, L. Yahiaoui, and H. Ahmad, “A multi-station unreliable machine model with working vacation policy and customers’ impatience,” Quality Technology & Quantitative Management, pp. 766-796, 2022.
M. Houalef, A. A. Bouchentouf, and L. Yahiaoui, “A multi-server queue in a multi-phase random environment with waiting servers and customers’ impatience under synchronous working vacation policy,” Journal of the Operations Research Society of China, pp. 1-29, 2022.
M. Neuts,“Matrix geometric solutions in stochastic models: An algorithmic approach, johns hopkins university press,” Baltimore, MD, USA, 1981.
E. Altman and U. Yechiali, “Analysis of customers’ impatience in queues with server vacations,” Queueing systems, vol. 52, no. 4, pp. 261-279, 2006.
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