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Approximate Analysis of Fork/Join Synchronization in Parallel Queues

Published: 01 June 1988 Publication History
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  • Abstract

    An approximation technique, called scaling approximation, is introduced and applied to the analysis of homogeneous fork/join queuing systems consisting of K or=32.

    References

    [1]
    {1} F. Baccelli and A. M. Makowski, "Simple computable bounds for the fork-join queue," in Proc. John Hopkins Conf. Inf. Sci. , John Hopkins Univ., 1985.
    [2]
    {2} R. E. Barlow and R. Proschan, Statistical Theory of Reliability and Life Testing . Holt, Reinhart and Winston, 1975.
    [3]
    {3} L. Flatto and S. Hahn, "Two parallel queues created by arrivals with two demands I," SIAM J. Appl. Math. , vol. 44, pp. 1041-1053, Oct. 1984.
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    {4} L. Flatto, "Two parallel queues created by arrivals with two demands II," SIAM J. Appl. Math. , vol. 45, pp. 861-878, Oct. 1985.
    [5]
    {5} P. Heidelberger and K. S. Trivedi, "Queueing network models for parallel processing with asynchronous tasks," IEEE Trans. Comput. , vol. C-31, pp. 1099-1109, Nov. 1982.
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    {6} P. Heidelberger and K. S. Trivedi, "Analytic queueing models for programs with internal concurrency," IEEE Trans. Comput. , vol. C-32, pp. 73-82, Jan. 1983.
    [7]
    {7} L. Kleinrock, Queueing Systems, Vol. 1: Theory . New York: Wiley, 1975.
    [8]
    {8} R. D. Nelson and B. R. Iyer, "Analysis of a replicated data base," Perform. Eval. , vol. 5, pp. 133-148, Aug. 1985.

    Cited By

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    • (2024)Approximating Fork-Join Systems via Mixed Model TransformationsCompanion of the 15th ACM/SPEC International Conference on Performance Engineering10.1145/3629527.3652277(273-280)Online publication date: 7-May-2024
    • (2023)State-Dependent Estimation of Delay Distributions in Fork-Join NetworksManufacturing & Service Operations Management10.1287/msom.2022.116725:3(1081-1098)Online publication date: 1-May-2023
    • (2023)Nonlinear approximation of characteristics of a fork–join queueing system with Pareto service as a model of parallel structure of data processingMathematics and Computers in Simulation10.1016/j.matcom.2023.07.029214:C(409-428)Online publication date: 1-Dec-2023
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    Published In

    cover image IEEE Transactions on Computers
    IEEE Transactions on Computers  Volume 37, Issue 6
    June 1988
    136 pages

    Publisher

    IEEE Computer Society

    United States

    Publication History

    Published: 01 June 1988

    Author Tags

    1. approximation theory
    2. closed-form approximate expressions
    3. fork/join synchronization
    4. lower bounds
    5. mean response time
    6. parallel queues
    7. queueing theory
    8. scaling approximation
    9. simulation results
    10. synchronisation.
    11. upper bounds

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    • (2024)Approximating Fork-Join Systems via Mixed Model TransformationsCompanion of the 15th ACM/SPEC International Conference on Performance Engineering10.1145/3629527.3652277(273-280)Online publication date: 7-May-2024
    • (2023)State-Dependent Estimation of Delay Distributions in Fork-Join NetworksManufacturing & Service Operations Management10.1287/msom.2022.116725:3(1081-1098)Online publication date: 1-May-2023
    • (2023)Nonlinear approximation of characteristics of a fork–join queueing system with Pareto service as a model of parallel structure of data processingMathematics and Computers in Simulation10.1016/j.matcom.2023.07.029214:C(409-428)Online publication date: 1-Dec-2023
    • (2022)Large Fork-Join Queues with Nearly Deterministic Arrival and Service TimesMathematics of Operations Research10.1287/moor.2021.117147:2(1335-1364)Online publication date: 1-May-2022
    • (2022)Performance and Scaling of Parallel Systems with Blocking Start and/or Departure BarriersIEEE INFOCOM 2022 - IEEE Conference on Computer Communications10.1109/INFOCOM48880.2022.9796754(460-469)Online publication date: 2-May-2022
    • (2022)Fork–join and redundancy systems with heavy-tailed job sizesQueueing Systems: Theory and Applications10.1007/s11134-022-09856-6103:1-2(131-159)Online publication date: 1-Sep-2022
    • (2022)On Estimating the Average Response Time of High-Performance Computing EnvironmentsDistributed Computer and Communication Networks: Control, Computation, Communications10.1007/978-3-031-23207-7_29(371-384)Online publication date: 26-Sep-2022
    • (2021)Optimizing the Response Time of Memcached Systems via Model and Quantitative AnalysisIEEE Transactions on Computers10.1109/TC.2020.301161970:9(1458-1471)Online publication date: 1-Sep-2021
    • (2021)Non-asymptotic delay bounds for (k, l) fork-join systems and multi-stage fork-join networksIEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications10.1109/INFOCOM.2016.7524362(1-9)Online publication date: 10-Mar-2021
    • (2021)Open problems in queueing theory inspired by datacenter computingQueueing Systems: Theory and Applications10.1007/s11134-020-09684-697:1-2(3-37)Online publication date: 27-Jan-2021
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