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Polling Systems with Switch-over Times under Heavy Load: Moments of the Delay

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Abstract

Consider an asymmetric cyclic polling system with general service-time and switch-over time distributions, and with general mixtures of exhaustive and gated service, in heavy traffic. We obtain explicit expressions for all moments of the steady-state delay at each of the queues, under heavy-traffic scalings. The expressions are strikingly simple: they depend on only a few system parameters, and moreover, can be expressed as finite products of simple known terms. The exact results provide new and useful insights into the behavior of polling systems in heavy traffic. In addition, the results suggest simple and fast approximations for the moments of the delay in stable polling systems. Numerical experiments demonstrate the usefulness of the approximations for moderately and heavily loaded systems.

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References

  1. K.B. Athreya and P.E. Ney, Branching Processes (Springer, Berlin, 1971).

    Google Scholar 

  2. J.P.C. Blanc, Performance analysis and optimization with the power-series algorithm, in: Performance Evaluation of Computer and Communication Systems, eds. L. Donatiello and R. Nelson (Springer, Berlin, 1993) pp. 53–80.

    Google Scholar 

  3. J.P.C. Blanc and R.D. van der Mei, Optimization of polling systems with Bernoulli schedules, Performance Evaluation 22 (1995) 139–158.

    Google Scholar 

  4. S.C. Borst and O.J. Boxma, Polling models with and without switchover times, Oper. Res. 45 (1997) 536–543.

    Google Scholar 

  5. O.J. Boxma and J.W. Cohen, The single-server queue: heavy tails and heavy traffic, in: Self-Similar Network Traffic and Performance Evaluation, eds. K. Park and W. Willinger (Wiley, New York, 2000).

    Google Scholar 

  6. G. Choudhury and W. Whitt, Computing transient and steady state distributions in polling models by numerical transform inversion, Performance Evaluation 25 (1996) 267–292.

    Google Scholar 

  7. E.G. Coffman, A.A. Puhalskii and M.I. Reiman, Polling systems with zero switch-over times: A heavy-traffic principle, Ann. Appl. Probab. 5 (1995) 681–719.

    Google Scholar 

  8. E.G. Coffman, A.A. Puhalskii and M.I. Reiman, Polling systems in heavy-traffic: A Bessel process limit, Math. Oper. Res. 23 (1998) 257–304.

    Google Scholar 

  9. R.B. Cooper, S.-C. Niu and M.M. Srinivasan, Setups in polling models: does it make sense to set up if no work is waiting? J. Appl. Probab. 36 (1997) 585–592.

    Google Scholar 

  10. M.J. Ferguson, Computation of the variance of the waiting times for token rings, IEEE J. Selected Areas Commun. 4 (1986) 775–782.

    Google Scholar 

  11. C. Fricker and M.R. Jaïbi, Monotonicity and stability of periodic polling models, Queueing Systems 15 (1994) 211–238.

    Google Scholar 

  12. A.G. Konheim, H. Levy and M.M. Srinivasan, Descendant set: An efficient approach for the analysis of polling systems, IEEE Trans. Commun. 42 (1994) 1245–1253.

    Google Scholar 

  13. D.P. Kroese, Heavy traffic analysis for continuous polling models, J. Appl. Probab. 34 (1997) 720–732.

    Google Scholar 

  14. S. Kudoh, H. Takagi and O. Hashida, Second moments of the waiting time in symmetric polling systems.

  15. C.A. LaPadula and H. Levy, Customer delay in very large multi-queue single-server systems, Performance Evaluation 26 (1996) 201–218.

    Google Scholar 

  16. K.K. Leung, Cyclic service systems with probabilistically-limited service, IEEE J. Selected Areas Commun. 9 (1991) 185–193.

    Google Scholar 

  17. H. Levy and M. Sidi, Polling models: applications, modeling and optimization, IEEE Trans. Commun. 38 (1991) 1750–1760.

    Google Scholar 

  18. D. Markowitz, Dynamic scheduling of single-server queues with setups: A heavy traffic approach, Ph.D. thesis, Operations Research Center (MIT, Cambridge, MA, 1995).

    Google Scholar 

  19. M.I. Reiman and L.M. Wein, Dynamic scheduling of a two-class queue with setups, Oper. Res. 46 (1998) 532–547.

    Google Scholar 

  20. J.A.C. Resing, Polling systems and multitype branching processes, Queueing Systems 13 (1993) 409–426.

    Google Scholar 

  21. D. Sarkar and W.I. Zangwill, Expected waiting time for nonsymetric cyclic queueing systems – Exact results and applications, Mangm. Sci. 35 (1989) 1463–1474.

    Google Scholar 

  22. M.M. Srinivasan, H. Levy and A.G. Konheim, The individual station technique for the analysis of cyclic polling models, Naval Res. Logist. 73 (1993) 79–101.

    Google Scholar 

  23. M.M. Srinivasan, S.-C. Niu and R.B. Cooper, Relating polling models with zero and nonzero switchover times, Queueing Systems 19 (1995) 149–168.

    Google Scholar 

  24. H. Takagi, Analysis of Polling Systems (MIT Press, Cambridge, MA, 1986).

    Google Scholar 

  25. H. Takagi, Queueing analysis of polling models: An update, in: Stochastic Analysis of Computer and Communication Systems, ed. H. Takagi (North-Holland, Amsterdam, 1990) pp. 267–318.

  26. H. Takagi, Queueing analysis of polling models: progress in 1990–1994, in: Frontiers in Queueing: Models, Methods and Problems, ed. J.H. Dshalalow (CRC Press, Boca Raton, FL, 1997).

    Google Scholar 

  27. R.D. van der Mei, Delay in polling systems in heavy traffic, in: Proc. of SPIE Conf. on Performance and Control of Network Systems, eds. W. Lai and R.B. Cooper, Boston, MA, 2–4 November 1998, pp. 168–175.

  28. R.D. van der Mei, Polling systems in heavy traffic: higher moments of the delay, Queueing Systems 31 (1999) 265–294.

    Google Scholar 

  29. R.D. van der Mei, Delay in polling systems with large switch-over times, J. Appl. Probab. 36 (1999) 232–243.

    Google Scholar 

  30. R.D. van der Mei, Waiting-time distributions in polling systems in heavy traffic, in: Teletraffic Engineering in a Competitive World, eds. P. Key and D. Smith (Elsevier, Amsterdam, 1999) pp. 325–334.

    Google Scholar 

  31. R.D. van derMei, Distribution of the delay in polling systems in heavy traffic, Performance Evaluation 38 (1999) 133–148.

    Google Scholar 

  32. R.D. van derMei and H. Levy, Polling systems in heavy traffic: exhaustiveness of the service policies, Queueing Systems 27 (1997) 227–250.

    Google Scholar 

  33. R.D. van der Mei and H. Levy, Expected delay in polling systems in heavy traffic, Adv. in Appl. Probab. 30 (1998) 586–602.

    Google Scholar 

  34. K.S. Watson, Performance evaluation of cyclic strategies – a survey, in: '84, ed. E. Gelenbe (North-Holland, Amsterdam, 1985) pp. 521–533.

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van der Mei, R. Polling Systems with Switch-over Times under Heavy Load: Moments of the Delay. Queueing Systems 36, 381–404 (2000). https://doi.org/10.1023/A:1011041520533

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