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    Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval

    Access Status
    Fulltext not available
    Authors
    Wu, R.
    Wong, A.K.Y.
    Dillon, Tharam S.
    Date
    2005
    Type
    Conference Paper
    
    Metadata
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    Citation
    Wu, R. and Wong, A.K.Y. and Dillon, T.S. 2005. Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval, 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. 35-40. 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.2005.301
    ISBN
    0769523161
    URI
    http://hdl.handle.net/20.500.11937/45644
    Collection
    • Curtin Research Publications
    Abstract

    The novel RTPD/MACSC model proposed in this paper tunes the cache size adoptively on the fly. It combines the extant MACSC (model for adaptive cache size control) and the novel RTPD (real-time traffic pattern detection) capability. Similar to its MACSC predecessor, the new RTPD/MACSC tuner maintains the given cache hit ratio consistently and persistently. It, however, differs from its predecessor because it adapts itself to compensate for the ill effects on the cache hit ratio by the Internet traffic, which embeds various patterns over time. The automatic adaptation (self-tuning) capability in response to traffic pattern changes detected by the RTPD is called self-reconfiguration in the RTPD/MACSC context.

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    • RTPD/MACSC: a novel approach for effective pervasive information retrieval
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      We propose the novel RTPD/MACSC dynamic cache size tuning approach to shorten the information retrieval roundtrip time by a SFF (small-form-factor) client in a pervasive computing environment. By itself the MACSC ...
    • E-MACSC: A novel dynamic cache tuning technique to reduce information retrieval roundtrip time over the Internet
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      The CACHERPframework leverages the relative object popularity as the sole parameter for dynamic cache size tuning. In the process it consistently maintains the prescribed cache hit ratio on the fly by deriving the popularity ...
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