Curtin University Homepage
  • Library
  • Help
    • Admin

    espace - Curtin’s institutional repository

    JavaScript is disabled for your browser. Some features of this site may not work without it.
    View Item 
    • espace Home
    • espace
    • Curtin Research Publications
    • View Item
    • espace Home
    • espace
    • Curtin Research Publications
    • View Item

    A novel traffic independent NNC for dynamic buffer tuning to shorten the RTT of a TCP channel

    Access Status
    Fulltext not available
    Authors
    Lin, W.
    Wong, A.
    Dillon, Tharam S.
    Date
    2005
    Type
    Conference Paper
    
    Metadata
    Show full item record
    Citation
    Lin, W. and Wong, A. and Dillon, T.S. 2005. A novel traffic independent NNC for dynamic buffer tuning to shorten the RTT of a TCP channel, in Xiangjian He, Tom Hintz, Massimo Piccardi, Qiang Wu, Maolin Huang and David Tien (ed), Third International Conference on Information Technology and Applications (ICITA'05) Volume 2, Jul 4 2005, pp. 647-652. Sydney, Australia: IEEE.
    Source Title
    Proceedings of third international conference on information technology and applications (ICITA'05)
    Source Conference
    Third International Conference on Information Technology and Applications (ICITA'05) Volume 2
    Additional URLs
    http://doi.ieeecomputersociety.org/10.1109/ICITA.2005.39
    ISBN
    0769523161
    URI
    http://hdl.handle.net/20.500.11937/46217
    Collection
    • Curtin Research Publications
    Abstract

    The proposed neural network controller (NNC) is for user/server level dynamic buffer tuning. It eliminates overflow by making the buffer length always cover the queue length adaptively on the fly. The NNC and the AQM (active queue management) mechanism(s) at the system/router level together form a unified buffer overflow prevention solution for the TCP channels. The NNC provides the following advantages: a) it prevents the AQM resources dished out already at the system level from being wasted, b) it shortens the service roundtrip time (RTT) by eliminating the chance of retransmission due to user-level overflow, and c) it alleviates network congestion. The NNC operates by the {0,/spl Delta/}/sup 2/ objective function and the principle is to maintain the given /spl Delta/ safety margin about the reference point symbolically represented by the "0" in {0,/spl Delta/}/sup 2/. The NNC stability and precision are traffic pattern independent for its statistical nature. This independence makes the NNC immensely suitable for Internet applications because Internet traffic can be LRD (long-range dependence), SRD (short-range dependence) or multifractal, and switch suddenly.

    Related items

    Showing items related by title, author, creator and subject.

    • Application of soft computing techniques to adaptive user buffer overflow control on the Internet
      Lin, W.; Wong, A.; Dillon, Tharam S. (2006)
      Two novel expert dynamic buffer tuners/controllers, namely, the neural network controller (NNC) and the fuzzy logic controller (FLC) are proposed in this paper. They use soft computing techniques to eliminate buffer ...
    • A novel Fuzzy Logic Controller (FLC) for shortening the TCP channel roundtrip time by eliminating user buffer overflow adaptively
      Lin, W.; Wong, A.; Dillon, Tharam S. (2005)
      The proposed Fuzzy Logic Controller (FLC) is a novel approach for dynamic buffer tuning at the user/server level. It eliminates buffer overflow by ensuring that the buffer length always cover the queue length adaptively. ...
    • Using the novel FLC dynamic buffer size tuning technique to support more dependable location-aware information retrieval.
      Lin, W.; Dillon, Tharam S.; Wong, A. (2005)
      This paper proposes to use the novel Fuzzy Logic Controller (FLC), which is a dynamic buffer size tuning technique, to support more dependable location-aware information retrieval. Within a smart space supported by ...
    Advanced search

    Browse

    Communities & CollectionsIssue DateAuthorTitleSubjectDocument TypeThis CollectionIssue DateAuthorTitleSubjectDocument Type

    My Account

    Admin

    Statistics

    Most Popular ItemsStatistics by CountryMost Popular Authors

    Follow Curtin

    • 
    • 
    • 
    • 
    • 

    CRICOS Provider Code: 00301JABN: 99 143 842 569TEQSA: PRV12158

    Copyright | Disclaimer | Privacy statement | Accessibility

    Curtin would like to pay respect to the Aboriginal and Torres Strait Islander members of our community by acknowledging the traditional owners of the land on which the Perth campus is located, the Whadjuk people of the Nyungar Nation; and on our Kalgoorlie campus, the Wongutha people of the North-Eastern Goldfields.