Heuristic Active Queue Management with Hazard rate function

Xunli Fan, Jie Wang, Lin Guan, Li Gao, Xingang Wang

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding

    3 Citations (Scopus)

    Abstract

    This paper presents a heuristic packet loss approach based on Adaptive Random Early Detection (ARED) mechanism to maintain the instantaneous queue length in the buffer and estimate the packet dropping probability. The proposed scheme named as Hazard rate based Heuristic ARED (HHA) by utilizing the hazard rate function of Weibull distribution in ARED. NS2 is used to implement the simulation. Statistical evaluation is performed to show the correctness and effectiveness of the proposed scheme and simulation results. The obtained simulation results demonstrate that HHA has the best performance in contrast to ARED, Random Exponent Marking (REM) and Proportional-Integral-Derivative (PID) under both the light traffic load and the heavy traffic load in the following aspects: the packet loss rate and the instantaneous queue length.

    Original languageEnglish
    Title of host publicationProceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011
    Place of PublicationPiscataway, NJ
    PublisherIEEE
    Pages2281-2285
    Number of pages5
    Volume4
    ISBN (Print)9781612841816
    DOIs
    Publication statusPublished - 2011
    Event2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, Jointly with the 2011 7th International Conference on Natural Computation, ICNC'11 - Shanghai, China
    Duration: 26 Jul 201128 Jul 2011

    Conference

    Conference2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, Jointly with the 2011 7th International Conference on Natural Computation, ICNC'11
    CountryChina
    CityShanghai
    Period26/07/1128/07/11

    Keywords

    • Active Queue Management
    • Adaptive Random Early Marking
    • Hazard Rate Function
    • Heuristic Algorithm
    • Weibull Distribution

    ASJC Scopus subject areas

    • Computational Theory and Mathematics
    • Computer Science Applications
    • Applied Mathematics

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  • Cite this

    Fan, X., Wang, J., Guan, L., Gao, L., & Wang, X. (2011). Heuristic Active Queue Management with Hazard rate function. In Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011 (Vol. 4, pp. 2281-2285). [6019958] Piscataway, NJ: IEEE. https://doi.org/10.1109/FSKD.2011.6019958