Abstract
This work addresses loss characteristics associated to busy-periods of regular and nonpreemptive oscillating \(M^X/G/1/n\) systems. By taking advantage of the Markov regenerative structure of the number of customers in the system and resorting to results on moments of compound mixed Poisson distributions, it proposes a fast and easy to implement recursive procedure to compute integer moments of the number of customers lost in busy-periods initiated with multiple customers in the system.
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Abramov, V. M. (1997). On a property of a refusals stream. Journal of Applied Probability, 34(3), 800–805.
Abramov, V. M. (2011). Statistical analysis of single-server loss queueing systems. Methodology and Computing in Applied Probability, 13(4), 763–781.
Al Hanbali, A. (2011). Busy period analysis of the level dependent \(PH/PH/1/K\) queue. Queueing Systems, 67(3), 221–249.
Al Hanbali, A., & Boxma, O. J. (2010). Busy period analysis of the state dependent \(M/M/1/K\) queue. Operations Research Letters, 38(1), 1–6.
Bahary, E., & Kolesar, P. (1972). Multilevel bulk service queues. Operations Research, 20(2), 406–420.
Bratiychuk, M., & Chydzinski, A. (2003). On the ergodic distribution of oscillating queueing systems. Journal of Applied Mathematics and Stochastic Analysis, 16(4), 311–326.
Chadjiconstantinidis, S., & Antzoulakos, D. L. (2002). Moments of compound mixed Poisson distributions. Scandinavian Actuarial Journal, 3, 138–161.
Choi, B. D., & Choi, D. I. (1996). Queueing system with queue length dependent service times and its application to cell discarding scheme in ATM networks. IEE Proceedings-Communications, 143(1), 5–11.
Choi, D. I., Knessl, C., & Tier, C. (1999). A queueing system with queue length dependent service times, with applications to cell discarding in ATM networks. Journal of Applied Mathematics and Stochastic Analysis, 12(1), 35–62.
Chydzinski, A. (2002). The \(M/G\)-\(G/1\) oscillating queueing system. Queueing Systems, 42(3), 255–268.
Chydzinski, A. (2004). The oscillating queue with finite buffer. Performance Evaluation, 57(3), 341–355.
De Pril, N. (1986). Moments of a class of compound distribution. Scandinavian Actuarial Journal, 1986(2), 117–120.
Dshalalow, J. H. (1997). Queueing systems with state dependent parameters. In J. H. Dshalalow (Ed.), Frontiers in queueing: Models and applications in science and engineering (pp. 61–116). Boca Raton, FL: CRC.
Federgruen, A., & Tijms, H. C. (1980). Computation of the stationary distribution of the queue size in an \(M/G/1\) queueing system with variable service rate. Journal of Applied Probability, 17(2), 515–522.
Ferreira, F., Pacheco, A., & Ribeiro, H. (2013). Distribution of the number of losses in busy-periods of \(M^X/G/1/n\) systems. In J. L. Silva, F. Caeiro, I. Natário, C. A. Braumann, M. L. Esquível, & J. T. Mexia (Eds.), Advances in regression, survival analysis, extreme values, Markov processes and other statistical applications (pp. 163–171). Berlin, Heidelberg: Springer.
Golubchik, L., & Lui, J. C. S. (2002). Bounding of performance measures for threshold-based queuing systems: Theory and application to dynamic resource management in video-on-demand servers. IEEE Transactions on Computers, 51(4), 353–372.
Grandell, J. (1997). Mixed Poisson processes, volume 77 of monographs on statistics and applied probability. London: Chapman & Hall.
Harris, T. J. (1971). The remaining busy period of a finite queue. Operations Research, 19, 219–223.
Hesselager, O. (1996). A recursive procedure for calculation of some mixed compound Poisson distributions. Scandinavian Actuarial Journal, 1996(1), 54–63.
Laxmi, P. V., & Gupta, U. C. (2000). Analysis of finite-buffer multi-server queues with group arrivals: \(GI^X/M/c/N\). Queueing Systems, 36(1–3), 125–140.
Pacheco, A., & Ribeiro, H. (2006). Consecutive customer loss probabilities in \(M/G/1/n\) and \(GI/M(m)//n\) systems. In Proceedings workshop on tools for solving structured Markov chains, Pisa, Italy, October 10.
Pacheco, A., & Ribeiro, H. (2008). Consecutive customer losses in regular and oscillating \(M^X/G/1/n\) systems. Queueing Systems, 58(2), 121–136.
Peköz, E. A. (1999). On the number of refusals in a busy period. Probability in the Engineering and Informational Sciences, 13(1), 71–74.
Peköz, E. A., Righter, R., & Xia, C. H. (2003). Characterizing losses during busy periods in finite buffer systems. Journal of Applied Probability, 40(1), 242–249.
Righter, R. (1999). A note on losses in \(M/GI/1/n\) queues. Journal of Applied Probability, 36(4), 1240–1243.
Sriram, K., & Lucantoni, D. M. (1989). Traffic smoothing effects of bit dropping in a packet voice multiplexer. IEEE Transactions on Communications, 37(7), 703–712.
Sriram, K., McKinney, R. S., & Sherif, M. H. (1991). Voice packetization and compression in broadband ATM networks. IEEE Journal on Selected Areas in Communications, 9(3), 294–304.
Wang, S., & Sobrero, M. (1994). Further results on Hesselager’s recursive procedure for calculation of some compound distributions. Astin Bulletin, 24, 160–166.
Willmot, G. E. (1993). On recursive evaluation of mixed-Poisson probabilities and related quantities. Scandinavian Actuarial Journal, 2, 114–133.
Wolff, R. W. (2002). Losses per cycle in a single-server queue. Journal of Applied Probability, 39(4), 905–909.
Yadin, M., & Naor, P. (1967). On queueing systems with variable service capacities. Naval Research Logistics Quarterly, 14, 43–53.
Acknowledgments
This research was partially supported by Fundação para a Ciência e a Tecnologia (FCT), in particular through projects UID/Multi/04621/2013, PEst-OE/MAT/UI0822/2014, and PEst-OE/MAT/UI4080/2014. The authors are grateful to the anonymous referees, whose suggestions contributed to improve a previous version of the paper.
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Ferreira, F., Pacheco, A. & Ribeiro, H. Moments of losses during busy-periods of regular and nonpreemptive oscillating \(M^X/G/1/n\) systems. Ann Oper Res 252, 191–211 (2017). https://doi.org/10.1007/s10479-015-1901-x
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DOI: https://doi.org/10.1007/s10479-015-1901-x