• DocumentCode
    3292417
  • Title

    Dynamic On-Line Updating Solution for CURE Cubes

  • Author

    Zhang, Lei ; Hong, Xiao-Guang

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Shandong Univ., Jinan
  • Volume
    5
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    396
  • Lastpage
    400
  • Abstract
    CURE is an efficient ROLAP algorithm both on construction time and utility of storage. A new updating method for cubes generated by CURE, dynamic on-line updating solution (DOLUS) is presented here in which dynamic means updating cubes incrementally and on-line guarantees concurrent of updating and query answering except the period of incremental construction in memory. DOLUS takes advantage of original CURE and brings in new writing strategies. After being updated by DOLUS, cubes appear a little different from the original CURE ones, as trivial tuples and common aggregate tuples become less and normal tuples become more. However, the query answering time is at least the same or less. Those are the result of performance tradeoff between query-optimize and storage-optimize.
  • Keywords
    data mining; data warehouses; query processing; CURE cubes; ROLAP algorithm; common aggregate tuples; dynamic online updating solution; normal tuples; online analytical processing; query answering; trivial tuples; Aggregates; Cats; Computer science; Data warehouses; Databases; Fuzzy systems; Information retrieval; Multidimensional systems; Speech synthesis; Writing; CURE; Cube; DOLUS; Update;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
  • Conference_Location
    Jinan Shandong
  • Print_ISBN
    978-0-7695-3305-6
  • Type

    conf

  • DOI
    10.1109/FSKD.2008.599
  • Filename
    4666557