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A new dynamic signature file method in parallel processing environment

    Research output: Contribution to conferenceConference paperpeer-review

    Abstract

    The signature file method has widely been advocated as an efficient index scheme to handle new applications demanding a large amount of textual databases. Moreover, it has been recently extended to support multimedia data. In order to achieve good performance on handling the multimedia data, the signature file approach has been required to support parallel database processing. Therefore, in this paper we propose a horizontally-divided parallel signature file method (HPSF) using extendible hashing and frame-slicing techniques. In addition, we propose a heuristic processor allocation method so that we may assign a set of signatures into a given number of processors in a uniform way. To show the efficiency of HPSF, we evaluate the performance of HPSF in terms of retrieval time, storage overhead, and insertion time. Finally, we show from the performance results that HPSF outperforms the conventional parallel signature file methods on retrieval performance as well as a dynamic operating measure to combine both retrieval and insertion time.

    Original languageEnglish
    Title of host publicationDatabase and Expert Systems Applications - 6th International Conference, DEXA 1995, Proceedings
    EditorsNorman Revell, A. Min Tjoa
    PublisherSpringer Verlag
    Pages217-226
    Number of pages10
    ISBN (Print)9783540603030
    DOIs
    StatePublished - 1995
    Event6th International Conference on Database and Expert Systems Applications, DEXA 1995 - London, United Kingdom
    Duration: 1995.09.41995.09.8

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume978
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Conference

    Conference6th International Conference on Database and Expert Systems Applications, DEXA 1995
    Country/TerritoryUnited Kingdom
    CityLondon
    Period95.09.495.09.8

    Keywords

    • Dynamic signature files
    • Extendible hashing
    • Frame-slicing technique
    • Parallel databases
    • Performance evaluation

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