skip to main content
article

Stability of Multiclass Queueing Networks Under FIFO Service Discipline

Published: 01 August 1997 Publication History

Abstract

In this paper, we first formally identify a FIFO fluid network that corresponds to the queueing network under a first-in first-out FIFO service discipline, thus complementing the result of Dai Dai, J. G. 1995a. On positive Harris recurrence of multiclass queueing networks: A unified approach via fluid limit models. Ann. Appl. Probab.5 49--77. for the use of the fluid model for the stability of a multiclass queueing network under a FIFO service discipline. Then we establish two sufficient conditions for the stability of a multiclass FIFO queueing network. The results extend the previous work on the single class network, the single station network and a network studied by Rybko and Stolyar Rybko, A. N., A. L. Stolyar. 1992. Ergodicity of stochastic processes describing the operations of open queueing networks. Problemy Peredachi Informatsii28 2--26. Finally we establish a fluid approximation theorem for the queueing network under FIFO service discipline.

References

[1]
Berman, A., R. J. Plemmons (1979). Nonnegative Matrices in the Mathematical Science, Academic Press, New York.
[2]
Botvich, D. D., A. A. Zamyatin, Ergodicity of conservative communication networks. Rapport de recherche 1772, INTRA, October 1992.
[3]
Bramson, M. (1994a). Instability of FIFO queueing networks. Ann. Appl. Probab. 4 414-431.
[4]
Bramson, M. (1994b). Instability of FIFO queueing networks with quick service times. Ann. Appl. Probab. 4 693-718.
[5]
Bramson, M. (1994c). Convergence to equilibria for fluid models of FIFO queueing networks, preprint.
[6]
Chen, H. (1995). Fluid approximations and stability of multiclass queueing networks: Work-conserving disciplines. Ann. Appl. Probab. 5 637-655.
[7]
Chen, H. and A. Mandelbaum (1991). Discrete flow networks: Bottleneck Analysis and Fluid Approximations. Math. Oper. Res. 16 408-446.
[8]
Dai, J. G. (1995a). On positive Harris recurrence of multiclass queueing networks: a unified approach via fluid limit models. Ann. Appl. Probab. 5 49-77.
[9]
Dai, J. G. (1995b). Stability of open multiclass queueing networks via fluid models. Stochastic Networks, F. Kelly and R. Williams, eds., Volume 71 of the IMA Volumes in Mathematics and Its Applications, 71-90, Springer-Verlag, New York.
[10]
Dai, J. G., T. G. Kurtz (1995). A multiclass station with Markovian feedback in heavy traffic. Math. Oper. Res. 22 721-742.
[11]
Dai, J. G., V. Nguyen (1994). On the convergence of multiclass queueing networks in heavy traffic. Ann. Appl. Probab. 4 26-42.
[12]
Dai, J. G., Y. Wang (1993). Nonexistence of Brownian models of certain multiclass queueing networks. Queueing Systems: Theory and Appl. 13 41-46.
[13]
Dai, J. G., G. Weiss (1996). Stability and instability of fluid models for reentrant lines. Math. Oper. Res. 21 115-134.
[14]
Down, D., S. Meyn (1994). Piecewise linear test functions for stability of queueing networks. Proceedings of the 33rd Conference on Decision and Control 2069-2074.
[15]
Foss, S., Rybko, A. (1995). Stability of multiclass Jackson-type networks, preprint.
[16]
Harrison, J. M. (1985). Brownian Motion and Stochastic Flow Systems, Wiley, New York.
[17]
Harrison, J. M. (1995). Balanced fluid models of multiclass queueing networks: a heavy traffic conjecture. Stochastic Networks, F. Kelly and R. Williams, eds., Volume 71 of the IMA Volumes in Mathematics and Its Applications, 1-20, Springer-Verlag, New York.
[18]
Harrison, J. M., V. Nguyen (1993). Brownian models of multiclass queueing networks: current status and open problems. Queueing Systems: Theory and Appl. 13 5-40.
[19]
Johnson, D. P. (1983). Diffusion Approximations for Optimal Filtering of Jump Processes and for Queueing Networks, Ph.D. Dissertation, University of Wisconsin.
[20]
Kumar, P. R., S. P. Meyn (1995). Stability of queueing networks and scheduling policies. IEEE Trans. Automat. Control 40 251-260.
[21]
Kumar, P. R., T. I. Seidman (1990). Dynamic instabilities and stabilization methods in distributed real-time scheduling of manufacturing systems. IEEE Trans. Automat. Control 35 289-298.
[22]
Lu, S. H., P. R. Kumar (1991). Distributed scheduling based on due dates and buffer priorities. IEEE Trans. Automat. Control 36 1406-1416.
[23]
Meyn, S. P., R. L. Tweedie (1993). Markov Chains and Stochastic Stability, Springer-Verlag, London.
[24]
Royden, H. L. (1988). Real Analysis, Macmillan, New York.
[25]
Rybko, A. N., A. L. Stolyar (1992). Ergodicity of stochastic processes describing the operations of open queueing networks. Problemy Peredachi Informatsii 28 2-26.
[26]
Seidman, T. I. (1993). 'First come first serve' can be unstable. IEEE Trans. Automat. Control 39 2166-2171.
[27]
Stolyar, A. L. (1996). On the stability of multiclass queueing networks: a relaxed sufficient condition via limiting fluid processes. Markov Processes and Related Fields (to appear).
[28]
Whitt, W. (1980). Some useful functions for functional limit theorems. Math. Oper. Res. 5 67-85.
[29]
Whitt, W. (1993). Large fluctuations in a deterministic multiclass network of queues. Management Sci. 39, 81020- 1028.
[30]
Winograd, G. I., P. R. Kumar (1995). The FCFS service discipline: stable network topologies, bounds on traffic burstiness and delay, and control by regulators. Math. Comput. Modelling: Special Issue on Recent Advances in Discrete Event Systems (to appear).

Cited By

View all

Recommendations

Comments

Information & Contributors

Information

Published In

cover image Mathematics of Operations Research
Mathematics of Operations Research  Volume 22, Issue 3
August 1997
224 pages

Publisher

INFORMS

Linthicum, MD, United States

Publication History

Published: 01 August 1997

Author Tags

  1. a fluid network
  2. a multiclass queueing network
  3. fluid approximations
  4. stability

Qualifiers

  • Article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)0
  • Downloads (Last 6 weeks)0
Reflects downloads up to 01 Jan 2025

Other Metrics

Citations

Cited By

View all

View Options

View options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media