Abstract
A classical model with the unique server, phase-type service distribution, inter-arrival times following the Markovian arrival process and other random variables are exponentially distributed is analyzed in this article. A single server that provides service may go on vacation at the end of each service and after the vacation period, the server undergoes the setup process. The unsatisfied customer may join the system to get the service again. The arriving customer may also balk at the system during the vacation period of the server. By using the matrix analytic method, the consequent QBD process is overlooked in the invariant circumstance. The investigation of the active period has also been accomplished. A range of system measures is listed. Finally, some graphical and numerical illustrations are presented.
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These observations have been obtained after comparing the graphs of all possible combinations of arrival and service times only. Some diagrams are omitted due to page constraints.
References
Ayyappan, G., Gowthami, R.: Analysis of MAP/PH(1), PH(2)/2 queue with Bernoulli schedule vacation, Bernoulli feedback and renege of customers. Int. J. Appl. Computat. Math. (2019). https://doi.org/10.1007/s40819-019-0744-6
Bouchentouf, A.A., Cherfaoui, M., Boualem, M.: Performance and economic analysis of a single server feedback queueing model with vacation and impatient customers. Opsearch 56(1), 300–323 (2019). https://doi.org/10.1007/s12597-019-00357-4
Chakravarthy, S.R.: Markovian arrival processes. Wiley Encycl. Oper. Res. Manag. Sci. (2011). https://doi.org/10.1002/9780470400531.eorms0499
Chakravarthy, S.R., Agnihothri, S.R.: A server backup model with Markovian arrivals and phase type services. Eur. J. Oper. Res. 184(2), 584–609 (2008). https://doi.org/10.1016/j.ejor.2006.12.016
Chakravarthy, S.R., Shruti, Kulshrestha, R.: A queueing model with server breakdowns, repairs, vacations, and backup server. Oper. Res. Perspect. 7, 100131 (2020). https://doi.org/10.1016/j.orp.2019.100131
Chang, F.M., Liu, T.H., Ke, J.C.: On an unreliable-server retrial queue with customer feedback and impatience. Appl. Math. Model. 55, 171–182 (2018). https://doi.org/10.1016/j.apm.2017.10.025
Choudhury, G.: On a batch arrival Poisson queue with a random setup time and vacation period. Comput. Oper. Res. 25(12), 1013–1026 (1998). https://doi.org/10.1016/s0305-0548(98)00038-0
Choudhury, G., Ke, J.C.: A batch arrival retrial queue with general retrial times under Bernoulli vacation schedule for unreliable server and delaying repair. Appl. Math. Model. 36(1), 255–269 (2012). https://doi.org/10.1016/j.apm.2011.05.047
Choudhury, G., Madan, K.: A two-stage batch arrival queueing system with a modified Bernoulli schedule vacation under n-policy. Math. Comput. Model. 42(1–2), 71–85 (2005). https://doi.org/10.1016/j.mcm.2005.04.003
Gross, D., Shortie, J.F., Thompson, J.M., Harris, C.M.: Fundamentals of Queueing Theory. Wiley, London (2008). https://doi.org/10.1002/9781118625651
Jain, M., Bhargava, C.: Unreliable server m/g/1 queueing system with Bernoulli feedback, repeated attempts, modified vacation, phase repair and discouragement. J. King Abdulaziz Univ.-Eng. Sci. 20(2), 45–77 (2009). https://doi.org/10.4197/eng.20-2.3
Jain, M., Upadhyaya, S.: Optimal repairable m[x]/g/1 queue with Bernoulli feedback and setup. Int. J. Math. Oper. Res. 4(6), 679 (2012). https://doi.org/10.1504/ijmor.2012.049939
Keilson, J., Servi, L.D.: Oscillating random walk models for GI/g/1 vacation systems with Bernoulli schedules. J. Appl. Probab. 23(3), 790–802 (1986). https://doi.org/10.2307/3214016
Krieger, U., Klimenok, V., Kazimirsky, A., Breuer, L., Dudin, A.: A bmap/ph/1 queue with feedback operating in a random environment. Math. Comput. Model. 41(8–9), 867–882 (2005). https://doi.org/10.1016/j.mcm.2004.11.002
Kumar, B.: Unreliable bulk queueing model with optional services, Bernoulli vacation schedule and balking. Int. J. Math. Oper. Res. 12(3), 293 (2018). https://doi.org/10.1504/ijmor.2018.090799
Latouche, G., Ramaswami, V.: Introduction to Matrix Analytic Methods in Stochastic Modeling. Society for Industrial and Applied Mathematics (1999). https://doi.org/10.1137/1.9780898719734
Levy, Y., Yechiali, U.: Utilization of idle time in an M/g/1 queueing system. Manage. Sci. 22(2), 202–211 (1975). https://doi.org/10.1287/mnsc.22.2.202
Levy, Y., Yechiali, U.: An m/m/s queue with servers’ vacations. INFOR: Inf. Syst. Oper. Res. 14(2), 153–163 (1976). https://doi.org/10.1080/03155986.1976.11731635
Lucantoni, D.M., Meier-Hellstern, K.S., Neuts, M.F.: A single-server queue with server vacations and a class of non-renewal arrival processes. Adv. Appl. Probab. 22(3), 676–705 (1990). https://doi.org/10.2307/1427464
Neuts, M.F.: A versatile Markovian point process. J. Appl. Probab. 16(04), 764–779 (1979). https://doi.org/10.1017/s0021900200033465
Neuts, M.F.: Matrix Geometric Solutions in Stochastic Models: An Algorithmic Approach. The Johns Hopkins University Press, Baltimore (1981)
Sharda, Garg, P.C., Garg, I.: An m/m/1 /\(\infty \) queueing system with feedback. Microelectron. Reliab. 26(2), 261–264 (1986). https://doi.org/10.1016/0026-2714(86)90721-3
Singh, C.J., Jain, M., Kumar, B.: Analysis of m/g/ 1 queueing model with state dependent arrival and vacation. J. Ind. Eng. Int. (2012). https://doi.org/10.1186/2251-712x-8-2
Tadj, L., Choudhury, G., Rekab, K.: A two-phase quorum queueing system with Bernoulli vacation schedule, setup, and n-policy for an unreliable server with delaying repair. I. J. Serv. Oper. Manag. 12(2), 139 (2012). https://doi.org/10.1504/ijsom.2012.047103
Takács, L.: A single-server queue with feedback. Bell Syst. Tech. J. 42(2), 505–519 (1963). https://doi.org/10.1002/j.1538-7305.1963.tb00510.x
Wang, Q., Zhang, B.: Analysis of a busy period queuing system with balking, reneging and motivating. Appl. Math. Model. 64, 480–488 (2018). https://doi.org/10.1016/j.apm.2018.07.053
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The authors are thankful to the Editor of the journal and the anonymous referees for their valuable suggestions for improving the standard of the article.
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The analytical results have been derived by both GA and RG and the numerical computation has been carried out by RG.
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Ayyappan, G., Gowthami, R. A MAP/PH/1 Queue with Setup Time, Bernoulli Schedule Vacation, Balking and Bernoulli Feedback. Int. J. Appl. Comput. Math 8, 62 (2022). https://doi.org/10.1007/s40819-022-01260-1
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DOI: https://doi.org/10.1007/s40819-022-01260-1