Interactive Behaviour Between the Dynamic Arrival Process of Complex Traffic Source and a Bottleneck Queue

zhenyu chen, Lin Guan, Xingang Wang

    Research output: Contribution to journalArticlepeer-review

    42 Downloads (Pure)

    Abstract

    This paper proposes a discrete-time heterogeneous model to represent the interaction between the dynamic arrival process of multiple TCP sources and a bottleneck queue. It utilises a novel time-variant calculation approach for transient queueing models, which modifies the conventional steady-state method by no longer requiring the equilibrium assumption. The main contributions are: (1) The limitation of the conventional queueing method is analysed and the benefits of the proposed modification is demonstrated; (2) The proposed dynamic arrival process of multiple sources is illustrated, which interacts with the queueing process and statistically responds to the positive and negative congestion feedback; (3) The fidelity of the proposed model is extensively validated by the closely matched results from MATLAB numerical solutions and NS-2 discrete-event simulation experiments.
    Original languageEnglish
    Pages (from-to)101-121
    Number of pages21
    JournalElectronic Notes in Theoretical Computer Science
    Volume340
    DOIs
    Publication statusPublished - 29 Oct 2018

    Bibliographical note

    This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

    Keywords

    • network performance
    • discrete-time queuing model
    • heterogeneous queue
    • transient states
    • TCP dynamic arrival process

    Fingerprint

    Dive into the research topics of 'Interactive Behaviour Between the Dynamic Arrival Process of Complex Traffic Source and a Bottleneck Queue'. Together they form a unique fingerprint.

    Cite this