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Multi-channel Queueing Networks with Input Flow Controlled by Semi-Markov Process

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Abstract

In this paper asymptotic behavior of the service process for the multi-channel network with input flow controlled by semi-Markov process is studied. Conditions in which a stationary regime exists are pointed out. Integral representation for generating function of the stationary distribution is constructed. In case of exponentially distributed service times limit Gaussian and diffusion Ornstein–Uhlenbeck processes for normalized service process of network processing under heavy traffic conditions are obtained.

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References

  1. Anisimov, V.V.: Limit theorems for semi-Markov processes with a countable set of states. Dokl. Akad. Nauk. SSSR 193, 503–505 (1970). (in Russian)

    MathSciNet  Google Scholar 

  2. Anisimov, V.V., Lebedev, E.A.: Stochastic service networks. Markov models, Kyiv-Lybid (1992) (in Russian)

  3. Anisimov, V.: Averaging in Markov models with fast Markov switches and applications to queueing models. Ann. Oper. Res. 112(1), 63–82 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  4. Anisimov, V.: Switching Processes in Queueing Models. Wiley-ISTE, London (2008)

    Book  MATH  Google Scholar 

  5. Bäuerle, N.: Optimal control of queueing networks: an approach via fluid models. Adv. Appl. Probab. 34(2), 313–328 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  6. Breuer, L.: The periodic BMAP/PH/c queue. Queueing Syst. 38(1), 67–76 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  7. Korolyuk, V.S., Turbin, A.F.: Semi-Markov Processes and Their Applications. Naukova Dumka, Kiev (1976). (in Russian)

    MATH  Google Scholar 

  8. Kushner, H.J.: Heavy Traffic Analysis of Controlled Queueing and Communication Network. Springer, New York (2001)

    Book  MATH  Google Scholar 

  9. Lebedev, E.A.: On Markov property of many-dimensional Gaussian processes. Bull. Kyiv Univ. Ser. Phys. Math. Sci. 4, 287–291 (2001). (in Ukrainian)

    MATH  MathSciNet  Google Scholar 

  10. Lebedev, E.A.: Networks of infinite server queues. In: ESM’2002 Conference Proceedings; Darmstadt, Germany, pp. 710–717 (2002)

  11. Lebedev, E.O., Livinsky, M.O.: On the \(GI|G|\infty \)-system with a periodic input. Theory Probab. Math. Stat. 61, 101–108 (2000)

    Google Scholar 

  12. Lebedev, E.A.: A steady-state mode and binomial moments for networks of the type \([SM|GI|\infty ]^r\). Ukr. Math. J. 54(10), 1656–1668 (2002)

    Article  MathSciNet  Google Scholar 

  13. Lebedev, E., Makushenko, I.: Profit maximization and risk minimization in semi-Markovian networks. Cybern. Syst. Anal. 43(2), 213–224 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  14. Lebedev, E., Livinska, H.: On stationary regime for queueing networks with controlled input. WSEAS Trans. Syst. Control 12, 9–13 (2017)

    Google Scholar 

  15. Meyn, Sean: Control Techniques for Complex Networks. Cambridge University Press, Cambridge (2008)

    MATH  Google Scholar 

  16. Melikov, A., Zadiranova, L., Moiseev, A.: Two asymptotic conditions in queue with MMPP arrivals and feedback. Commun. Comput. Inf. Sci. 678, 231–240 (2016)

    MATH  Google Scholar 

  17. Moiseev, A., Nazarov, A.: Queueing network MAP-\((GI/\infty )^K\) with high-rate arrivals. Eur. J. Oper. Res. 254(1), 161–168 (2016)

    Article  MATH  MathSciNet  Google Scholar 

  18. Rykov, V.V.: Controllable queueing systems. Results Sci. Technol. Probab. Theory Math. Stat. Theor. Cybern. 12, 43–153 (1975). (in Russian)

    MathSciNet  Google Scholar 

  19. Rykov, V.V., Efrosinin, D.V.: Optimal control of queueing systems with heterogeneous servers. Queueing Syst. 46, 389–407 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  20. Silvestrov, D.S.: Limit theorems for functionals of a process with piecewise constant sums of random variables determined on a semi-Markov process with a finite set of states. Dokl. Akad. Nauk. SSSR 195(5), 1036–1038 (1970). (in Russian)

    MathSciNet  Google Scholar 

  21. Skorokhod, A.V.: Lectures on the Theory of Stochastic Processes. VSP Utrecht & TViMS Scientific Publishers, Kiev (1996)

    Book  MATH  Google Scholar 

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Acknowledgements

Authors would like to thank the anonymous referees for their valuable suggestions.

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Correspondence to Hanna Livinska.

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Lebedev, E., Livinska, H. Multi-channel Queueing Networks with Input Flow Controlled by Semi-Markov Process. Math.Comput.Sci. 13, 333–340 (2019). https://doi.org/10.1007/s11786-019-00398-4

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  • DOI: https://doi.org/10.1007/s11786-019-00398-4

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