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Stationary analysis of the infinite-server queue modulated by a multi-phase Markovian environment

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Abstract

We consider an infinite-server queue, where the arrival and service rates are both governed by a continuous-time Markov chain that is independent of all other aspects of the queue. Through constructing a pretty Markov process, several performance measures are derived by using the supplementary variable technique. In addition, special cases and numerical examples are studied in detail.

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References

  1. Baykal-Gursoy, M., Xiao, W.: Stochastic decomposition in M/M/\(\infty \) queues with Markov modulated service rates. Queueing Syst. 48, 75–88 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  2. Baykal-Gursoy, M., Xiao, W., Ozbay, K.: Modeling traffic flow interrupted by incidents. Eur. J. Oper. Res. 195, 127–138 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  3. Blom, J., Kella, O., Mandjes, M.: Markov-modulated infinite-server queues with general service times. Queueing Syst. 76, 403–424 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  4. Blom, J., Mandjes, M.: A large-deviations analysis of Markov-modulated infinite-server queues. Oper. Res. Lett. 41, 220–225 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  5. Blom, J., Turck, K., Mandjes, M.: Refined large deviations asymptotics for Markov-modulated infinite-server systems. Eur. J. Oper. Res. 259, 1036–1044 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  6. D’Auria, B.: Stochastic decomposition of the M/G/\(\infty \) queue in a random environment. Oper. Res. Lett. 35, 805–812 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  7. Liu, Z., Yu, S.: The M/M/C queueing system in a random environment. J. Math. Anal. Appl. 436, 556–567 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  8. Mahabhashyam, S., Gautam, N.: On queues with Markov modulated service rates. Queueing Syst. 51, 89–113 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  9. Shen, M., Yan, S., Zhang, G., Park, J.: Finite-time \(\cal{H}_{\infty }\) static output control of Markov jump systems with an auxiliary approach. Appl. Math. Comput. 273, 553–561 (2016)

    MathSciNet  Google Scholar 

  10. Shen, M., Ye, D., Wang, Q.: Mode-dependent filter design for Markov jump systems with sensor nonlinearities in finite frequency domain. Signal Process. 134, 1–8 (2017)

    Article  Google Scholar 

  11. Zhu, Q.: Average optimality for continuous-time Markov decision processes with a policy iteration approach. J. Math. Anal. Appl. 339, 691–704 (2008)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

The authors would like to sincerely thank the anonymous referees and the Editor for their valuable comments and suggestions, which help to improve the quality of this paper.

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Correspondence to Zaiming Liu.

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This research is supported by the National Natural Science Foundation of China 11671404.

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Yu, S., Liu, Z. Stationary analysis of the infinite-server queue modulated by a multi-phase Markovian environment. J. Appl. Math. Comput. 58, 33–46 (2018). https://doi.org/10.1007/s12190-017-1132-1

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  • DOI: https://doi.org/10.1007/s12190-017-1132-1

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