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Retrial Queueing System MMPP/M/1 with Impatient Calls Under Heavy Load Condition

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Queueing Theory and Network Applications (QTNA 2019)

Abstract

In this paper, a single server retrial queue MMPP/M/1 with impatient calls is analysed under the heavy load condition. The retrial queue has a dynamical rate of the calls patience depending on the number of calls in the orbit. It is proved that under the heavy load condition the asymptotic characteristic function of the number of calls in the orbit has the gamma distribution with obtained parameters. Also the formula for the system throughput is obtained. Some numerical examples are presented.

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References

  1. Wilkinson, R.I.: Theories for toll traffic engineering in the USA. Bell Syst. Tech. J. 35(2), 421–507 (1956). https://doi.org/10.1002/j.1538-7305.1956.tb02388.x

    Article  Google Scholar 

  2. Cohen, J.W.: Basic problems of telephone traffic and the influence of repeated calls. Philips Telecommun. Rev. 18(2), 49–100 (1957)

    Google Scholar 

  3. Elldin, A., Lind, G.: Elementary Telephone Traffic Theory. Ericsson Public Telecommunications, Stockholm (1971)

    Google Scholar 

  4. Gosztony, G.: Repeated call attempts and their effect on traffic engineering. Budavox Telecommun. Rev. 2, 16–26 (1976)

    Google Scholar 

  5. Roszik, J., Sztrik, J., Kim, C.: Retrial queues in the performance modelling of cellular mobile networks using MOSEL. Int. J. Simul. 6, 38–47 (2005)

    Google Scholar 

  6. Nazarov, A.A., Kuznetsov, D.Y.: Analysis of Non-Markovian models of communication networks with adaptive protocols of multiple random access. Autom. Remote Control 5, 789–808 (2001)

    MATH  Google Scholar 

  7. Choi, B.D., Chang, Y.: Single server retrial queues with priority calls. Mathe. Comput. Modeling 30, 7–32 (1999)

    Article  MathSciNet  Google Scholar 

  8. Tran-Gia, P., Mandjes, M.: Modeling of customer retrial phenomenon in cellular mobile networks. IEEE J. Sel. Areas Commun. 15, 1406–1414 (1997). https://doi.org/10.1109/49.634781

    Article  Google Scholar 

  9. Phung-Duc, T., Kawanishi, K.: An efficient method for performance analysis of blended call centers with redial. Asia-Pac. J. Oper. Res. 31(2), 1–39 (2014). https://doi.org/10.1142/S0217595914400089

    Article  MathSciNet  MATH  Google Scholar 

  10. Aguir, S., Karaesmen, F., Askin, O.Z., Chauvet, F.: The impact of retrials on call center performance. OR Spektrum. 26, 353–376 (2004)

    Article  MathSciNet  Google Scholar 

  11. Kim, J.: Retrial queueing system with collision and impatience. Commun. Korean Math. Soc. 4, 647–653 (2010)

    Article  MathSciNet  Google Scholar 

  12. Artalejo, J.R., Gómez-Corral, A.: Retrial Queueing Systems. A Computational Approach. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-78725-9

    Book  MATH  Google Scholar 

  13. Artalejo, J.R., Falin, G.I.: Standard and retrial queueing systems: a comparative analysis. Revista Matematica Complutense 15, 101–129 (2002)

    MathSciNet  MATH  Google Scholar 

  14. Falin, G.I., Templeton, J.G.C.: Retrial Queues. Chapman & Hall, London (1997)

    Book  Google Scholar 

  15. Yang, T., Posner, M., Templeton, J.: The M/G/1 retrial queue with non-persistent customers. Queueing Syst. 7(2), 209–218 (1990)

    Article  Google Scholar 

  16. Krishnamoorthy, A., Deepak, T.G., Joshua, V.C.: An M/G/1 retrial queue with non-persistent customers and orbital search. Stoch. Anal. Appl. 23, 975–997 (2005). https://doi.org/10.1080/07362990500186753

    Article  MathSciNet  MATH  Google Scholar 

  17. Fayolle, G., Brun, M.A.: On a system with impatience and repeated calls. In: Queueing Theory and Its Applications: Liber Amicorum for J.W. Cohen, North Holland, Amsterdam, pp. 283–305 (1998)

    Google Scholar 

  18. Martin, M., Artalejo, J.R.: Analysis of an M/G/1 queue with two types of impatient units. Adv. Appl. Probab. 27, 840–861 (1995). https://doi.org/10.2307/1428136

    Article  MathSciNet  MATH  Google Scholar 

  19. Aissani, A., Taleb, S., Hamadouche, D.: An unreliable retrial queue with impatience and preventive maintenance. In: Proceedings, 15th Applied Stochastic Models and Data Analysis (ASMDA2013), Mataró (Barcelona), Spain, pp. 1–9 (2013)

    Google Scholar 

  20. Kumar, M.S., Arumuganathan, R.O.: Performance analysis of single server retrial queue with general retrial time, impatient subscribers, two phases of service and bernoulli schedule. Tamkang J. Sci. Eng. 13(2), 135–143 (2010)

    Google Scholar 

  21. Arrar, N.K., Djellab, N.V., Baillon, J.-B.: On the asymptotic behaviour of M/G/1 retrial queues with batch arrivals and impatience phenomenon. Math. Comput. Modell. 55, 654–665 (2012). https://doi.org/10.1016/j.mcm.2011.08.039

    Article  MathSciNet  MATH  Google Scholar 

  22. Artalejo, J.R., Pozo, M.: Numerical calculation of the stationary distribution of the main multiserver retrial queue. Ann. Oper. Res. 116, 41–56 (2002). https://doi.org/10.1023/A:1021359709489

    Article  MathSciNet  MATH  Google Scholar 

  23. Neuts, M.F., Rao, B.M.: Numerical investigation of a multiserver retrial model. Queueing Syst. 7(2), 169–189 (1990). https://doi.org/10.1007/BF01158473

    Article  MATH  Google Scholar 

  24. Shin, Y.W., Choo, T.S.: M/M/s queue with impatient customers and retrials. Appl. Math. Model. 33, 2596–2606 (2009)

    Article  MathSciNet  Google Scholar 

  25. Dudin, A.N., Klimenok, V.I.: Queueing system \(BMAP/G/1\) with repeated calls. Math. Comput. Modell. 30(3–4), 115–128 (1999). https://doi.org/10.1016/S0895-7177(99)00136-3

    Article  MathSciNet  MATH  Google Scholar 

  26. Gómez-Corral, A.G.: A bibliographical guide to the analysis of retrial queues through matrix analytic techniques. Ann. Oper. Res. 141, 163–191 (2006). https://doi.org/10.1007/s10479-006-5298-4

    Article  MathSciNet  MATH  Google Scholar 

  27. Diamond, J.E., Alfa, A.S.: Matrix analytical methods for M/PH/1 retrial queues. Stoch. Models 11, 447–470 (1995). https://doi.org/10.1080/15326349508807355

    Article  MathSciNet  MATH  Google Scholar 

  28. Lopez-Herrero, M.J.: Distribution of the number of customers served in an M/G/1 retrial queue. J. Appl. Probab. 39(2), 407–412 (2002). https://doi.org/10.1239/jap/1025131437

    Article  MathSciNet  MATH  Google Scholar 

  29. Nazarov, A., Moiseev, A.: Queueing network \(MAP-(GI/\infty )^K\) with high-rate arrivals. Eur. J. Oper. Res. 254, 161–168 (2016). https://doi.org/10.1016/j.ejor.2016.04.011

    Article  MathSciNet  MATH  Google Scholar 

  30. Pankratova, E., Moiseeva, S.: Queueing system MAP/M/\(\infty \) with n types of customers. Commun. Comput. Inf. Sci. 487, 356–366 (2014). https://doi.org/10.1007/978-3-319-13671-4_41

    Article  MATH  Google Scholar 

  31. Moiseeva, E., Nazarov, A.: Asymptotic analysis of RQ-systems M/M/1 on heavy load condition. In: Proceedings of the IV International Conference Problems of Cybernetics and Informatics, Baku, Azerbaijan, pp. 64–166 (2012)

    Google Scholar 

  32. Dudin, A., Nazarov, A., Kirpichnikov, A. (eds.): ITMM 2017. CCIS, vol. 800. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-68069-9

    Book  Google Scholar 

  33. Danilyuk, E.Y., Fedorova, E.A., Moiseeva, S.P.: Asymptotic analysis of an retrial queueing system M/M/1 with collisions and impatient calls. Autom. Remote Control 79(12), 2136–2146 (2018). https://doi.org/10.1134/S0005117918120044

    Article  MathSciNet  MATH  Google Scholar 

  34. Vygovskaya, O., Danilyuk, E., Moiseeva, S.: Retrial queueing system of MMPP/M/2 type with impatient calls in the orbit. In: Dudin, A., Nazarov, A., Moiseev, A. (eds.) ITMM/WRQ-2018. CCIS, vol. 912, pp. 387–399. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-97595-5_30

    Chapter  Google Scholar 

  35. Danilyuk, E., Vygoskaya, O., Moiseeva, S.: Retrial queue M/M/N with impatient customer in the orbit. In: Vishnevskiy, V.M., Kozyrev, D.V. (eds.) DCCN 2018. CCIS, vol. 919, pp. 493–504. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-99447-5_42

    Chapter  Google Scholar 

  36. Falin, G.I.: M/G/1 queue with repeated calls in heavy traffic. Moscow Univ. Math. Bull. 6, 48–50 (1980)

    MATH  Google Scholar 

  37. Anisimov, V.V.: Asymptotic analysis of reliability for switching systems in light and heavy traffic conditions. In: Limnios, N., Nikulin, M. (eds.) Recent Advances in Reliability Theory, vol. 8, pp. 119–133. Birkhäuser, Boston (1980). https://doi.org/10.1007/978-1-4612-1384-0_8

    Chapter  Google Scholar 

  38. Stepanov, S.N.: Asymptotic analysis of models with repeated calls in case of extreme load. Probl. Inf. Transm. 29(3), 248–267 (1993)

    Google Scholar 

  39. Neuts, M.F.: A Versatile Markovian point process. J. Appl. Probab. 16(4), 764–779 (1979). https://doi.org/10.2307/3213143

    Article  MathSciNet  MATH  Google Scholar 

  40. Lucantoni, D.M.: New results on the single server queue with a batch Markovian arrival process. Stoch. Models 7, 1–46 (1991). https://doi.org/10.1080/15326349108807174

    Article  MathSciNet  MATH  Google Scholar 

  41. Moiseev, A., Demin, A., Dorofeev, V., Sorokin, V.: Discrete-event approach to simulation of queueing networks. Key Eng. Mater. 685, 939–942 (2016). https://doi.org/10.4028/www.scientific.net/KEM.685.939

    Article  Google Scholar 

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Acknowledgments

The reported study was funded by RFBR according to the research project No. 19-41-703002.

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Correspondence to Elena Danilyuk .

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Fedorova, E., Danilyuk, E., Nazarov, A., Melikov, A. (2019). Retrial Queueing System MMPP/M/1 with Impatient Calls Under Heavy Load Condition. In: Phung-Duc, T., Kasahara, S., Wittevrongel, S. (eds) Queueing Theory and Network Applications. QTNA 2019. Lecture Notes in Computer Science(), vol 11688. Springer, Cham. https://doi.org/10.1007/978-3-030-27181-7_1

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  • DOI: https://doi.org/10.1007/978-3-030-27181-7_1

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