• DocumentCode
    1129079
  • Title

    ProDA: An End-to-End Wavelet-Based OLAP System for Massive Datasets

  • Author

    Shahabi, Cyrus ; Jahangiri, Mehrdad ; Banaei-Kashani, Farnoush

  • Author_Institution
    Univ. of Southern California, Los Angeles
  • Volume
    41
  • Issue
    4
  • fYear
    2008
  • fDate
    4/1/2008 12:00:00 AM
  • Firstpage
    69
  • Lastpage
    77
  • Abstract
    ProDA employs wavelets to support exact, approximate, and progressive OLAP queries on large multidimensional datasets, while keeping update costs relatively low. ProDA not only supports online execution of ad hoc analytical queries on massive datasets, but also extends the set of supported analytical queries to include the entire family of polynomial aggregate queries as well as the new class of plot queries.
  • Keywords
    data mining; query processing; wavelet transforms; OLAP system; ProDA; massive datasets; multidimensional datasets; query processing; wavelet transforms; Client-server systems; Data analysis; Data visualization; Databases; Information retrieval; Polynomials; Query processing; Wavelet analysis; Wavelet domain; Wavelet transforms; OLAP tools; data-intensive computing; database management; information technology and systems; online query processing; range aggregate queries; scientific applications; wavelet transformation;
  • fLanguage
    English
  • Journal_Title
    Computer
  • Publisher
    ieee
  • ISSN
    0018-9162
  • Type

    jour

  • DOI
    10.1109/MC.2008.130
  • Filename
    4488253
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1129079