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Modelling and Analysis of GI/BMSP/1 Queueing System

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Abstract

This paper investigates a single server queueing system with an infinite waiting space in which customers are arrived according to renewal process and are served in batches of random size under continuous-time batch Markovian service process. We first determine the vector probability generating function of the system-length distribution at pre-arrival epoch. The system-length distribution at pre-arrival epoch is extracted in terms of zeros of the related characteristic polynomial of the vector probability generating function. By the Markov renewal theory argument, we determine the system-length distribution at random epoch. We also derive the system-length distribution at post-departure epoch using the ‘rate in = rate out’ argument. Finally, some numerical results are exhibited for different inter-arrival time distribution to demonstrate the system performance measures and correctness of analytical results.

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References

  1. Lucantoni, D.M.: The \(BMAP/G/1\) queue: a tutorial. In: Donatiello, L., Nelson, R. (eds.) Models and Techniques for Performance Evaluation of Computer and Communications Systems, pp. 330–358. Springer (1993)

  2. Chakravarthy, S.: The batch Markovian arrival process: a review and future work. In: Krishnamoorthy, A. (ed.) Advances in Probability Theory and Stochastic Processes, pp. 21–49. Notable Publications, New York (2001)

    Google Scholar 

  3. Abate, J., Choudhury, G.L., Whitt, W.: Asymptotics for steady-state tail probabilities in structured Markov queueing models. Stoch. Models 10(1), 99–143 (1994)

    Article  MathSciNet  Google Scholar 

  4. Alfa, A.S., Xue, J., Ye, Q.: Perturbation theory for the asymptotic decay rates in the queues with Markovian arrival process and/or Markovian service process. Queueing Syst. 36(4), 287–301 (2000)

    Article  MathSciNet  Google Scholar 

  5. Horváth, A., Horváth, G., Telek, M.A.: Joint moments based analysis of networks of \(MAP/MAP/1\) queues. Perform. Eval. 67(9), 759–778 (2010)

    Article  Google Scholar 

  6. Zhang, Q., Heindl, A., Smirni, E.: Characterizing the \(BMAP/MAP/1\) departure process via the ETAQA truncation. Stoch. Models 21(2–3), 821–846 (2005)

    Article  MathSciNet  Google Scholar 

  7. Samanta, S.K., Chaudhry, M.L., Pacheco, A.: Analysis of \(BMAP/MSP/1\) queue. Methodol. Comput. Appl. Probab. 18, 419–440 (2016)

    Article  MathSciNet  Google Scholar 

  8. Bocharov, P.P., D’Apice, C., Pechinkin, A., Salerno, S.: The stationary characteristics of the \(G/MSP/1/r\) queueing system. Autom. Remote Control 64, 288–301 (2003)

    Article  MathSciNet  Google Scholar 

  9. Gupta, U.C., Banik, A.D.: Complete analysis of finite and infinite buffer \(GI/MSP/1\) queue—a computational approach. Oper. Res. Lett. 35, 273–280 (2007)

    Article  MathSciNet  Google Scholar 

  10. Chaudhry, M.L., Samanta, S.K., Pacheco, A.: Analytically explicit results for the \(GI/C\)-\(MSP/1\) queueing system using roots. Probab. Eng. Inform. Sci. 26(2), 221–244 (2012)

    Article  MathSciNet  Google Scholar 

  11. Samanta, S.K., Zhang, Z.G.: Stationary analysis of a discrete-time \(GI/D\)-\(MSP/1\) queue with multiple vacations. Appl. Math. Modell. 36, 5964–5975 (2012)

    Article  MathSciNet  Google Scholar 

  12. Samanta, S.K., Gupta, U.C., Chaudhry, M.L.: Analysis of stationary discrete-time \(GI/D\)-\(MSP/1\) queue with finite and infinite buffers. 4OR Q. J. Oper. Res. 7, 337–361 (2009)

    Article  MathSciNet  Google Scholar 

  13. Samanta, S.K., Chaudhry, M.L., Pacheco, A., Gupta, U.C.: Analytic and computational analysis of the discrete-time \(GI/D\)-\(MSP/1\) queue using roots. Comput. Oper. Res. 56, 33–40 (2015)

    Article  MathSciNet  Google Scholar 

  14. Samanta, S.K., Nandi, R.: Analyzing discrete-time \(GI^{[X]}/D\)-\(MSP/1\) queueing system using RG-factorization. J. Ind. Manag. Optim. 17(2), 549–573 (2021)

    MathSciNet  MATH  Google Scholar 

  15. Samanta, S.K., Nandi, R.: Performance analysis of the \(GI/D\)-\(MSP/1\) queue with \(N\)-policy and its optimal control. Qual. Technol. Quant. Manag. 17(4), 399–422 (2020)

    Article  Google Scholar 

  16. Chaudhry, M.L., Banik, A.D., Pacheco, A.: A simple analysis of the batch arrival queue with infinite-buffer and Markovian service process using roots method: \(GI^{[X]}/C\)-\(MSP/1/\infty \). Ann. Oper. Res. 252, 135–173 (2017)

    Article  MathSciNet  Google Scholar 

  17. Samanta, S.K.: Sojourn-time distribution of the \(GI/MSP/1\) queueing system. OPSEARCH 52(4), 756–770 (2015)

    Article  MathSciNet  Google Scholar 

  18. Wang, Y.C., Chou, J.H., Wang, S.Y.: Loss pattern of \(DBMAP/DMSP/1/K\) queue and its application in wireless local communications. Appl. Math. Modell. 35(4), 1782–1797 (2011)

    Article  MathSciNet  Google Scholar 

  19. Krishnamoorthy, A., Joshua, A.N.: A \(BMAP/BMSP/1\) queue with Markov dependent arrival and Markov dependent service batch sizes. J. Ind. Manag. Optim. (2017). https://doi.org/10.3934/jimo.2020101

    Article  Google Scholar 

  20. Sandhya, R., Sundar, V., Rama, G., Ramshankar, R., Ramanarayanan, R.: \(BMAP/BMSP/1\) queue with randomly varying environment. ISOR J. Eng. 5(4), 1–12 (2015)

    Google Scholar 

  21. Neuts, M.F.: Matrix-geometric Solutions in Stochastic Models: An Algorithmic Approach. The John Hopkins University Press, Baltimore (1981)

    MATH  Google Scholar 

  22. Bank, B., Samanta, S.K.: Performance analysis of a versatile correlated batch-arrival and batch-service queue. Queueing Models Serv. Manag. 4(1), 1–30 (2021)

    Google Scholar 

  23. Banik, A.D., Chaudhry, M.L., Gupta, U.C.: On the finite buffer queue with renewal input and batch Markovian service process: \(GI/BMSP/1/N\). Methodol. Comput. Appl. Probab. 10(4), 559–575 (2008)

    Article  MathSciNet  Google Scholar 

  24. Banik, A.D., Ghosh, S., Chaudhry, M.L.: On the optimal control of loss probability and profit in a \(GI/C\)-\(BMSP/1/N\) queueing system. OPSEARCH 57, 144–162 (2020)

    Article  MathSciNet  Google Scholar 

  25. Banik, A.D.: Analyzing state-dependent arrival in \(GI/BMSP /1/\infty \) queues. Math. Comput. Modell. 53, 1229–1246 (2011)

    Article  MathSciNet  Google Scholar 

  26. Chaplygin, V.: The mass-service \(G/BMSP/1/r\). Inf. Process. 3, 97–108 (2003)

    Google Scholar 

  27. Lucantoni, D.M.: New results on the single server queue with a batch Markovian arrival process. Stoch. Models 7(1), 1–46 (1991)

    Article  MathSciNet  Google Scholar 

  28. Çinlar, E.: Introduction to Stochastic Process. Prentice Hall, Hoboken (1975)

    MATH  Google Scholar 

  29. Lucantoni, D.M., Neuts, M..F.: Some steady-state distributions for the \(MAP/SM/1\) queue. Stoch. Models 10(3), 575–598 (1994)

    Article  MathSciNet  Google Scholar 

  30. Kim, N.K., Chang, S.H., Chae, K.C.: On the relationships among queue lengths at arrival, departure, and random epochs in the discrete-time queue with D-BMAP arrivals. Oper. Res. Lett. 30(1), 25–32 (2002)

    Article  MathSciNet  Google Scholar 

  31. Shortle, J.F., Brill, P.H., Fischer, M.J., Gross, D., Masi, D.M.B.: An algorithm to compute the waiting time distribution for the \(M/G/1\) queue. INFORMS J. Comput. 16(2), 152–161 (2004)

    Article  MathSciNet  Google Scholar 

  32. Akar, N., Arikan, E.: A numerically efficient method for the \(MAP/D/1/K\) queue via rational approximations. Queueing Syst. 22(1), 97–120 (1996)

    Article  MathSciNet  Google Scholar 

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Acknowledgements

The authors would like to thank the anonymous reviewers for their valuable comments and suggestions to improve the quality of this paper.

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Correspondence to S. K. Samanta.

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Communicated by Rosihan M. Ali.

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Samanta, S.K., Bank, B. Modelling and Analysis of GI/BMSP/1 Queueing System. Bull. Malays. Math. Sci. Soc. 44, 3777–3807 (2021). https://doi.org/10.1007/s40840-021-01120-z

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  • DOI: https://doi.org/10.1007/s40840-021-01120-z

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