• DocumentCode
    2431956
  • Title

    An advanced I/O architecture for supporting mixed workloads in an active data warehouse environment

  • Author

    Brobst, Stephen ; Morris, Mark

  • Author_Institution
    NCR Teradata, Dayton, OH, USA
  • fYear
    2002
  • fDate
    2-6 Sept. 2002
  • Firstpage
    779
  • Lastpage
    784
  • Abstract
    Active data warehouse environments for advanced decision support demand extreme service levels in the area of performance delivery. An active data warehouse environment, however, has very different I/O patterns than a purely traditional data warehouse implementation. An active data warehouse must be designed to support a mixed workload consisting of tactical and strategic decision support queries with highly variable I/O patterns. In this paper we present a solution for increasing the performance of mixed workloads through use of cylinder reads and optimized block sizes. Tradeoffs in implementation strategies and performance implications are discussed along with future areas of research.
  • Keywords
    active databases; data warehouses; decision support systems; performance evaluation; query processing; active data warehouse environment; advanced I/O architecture; advanced decision support; cylinder reads; extreme service levels; mixed workloads; optimized block sizes; performance delivery; strategic decision support queries; tactical decision support queries; variable I/O patterns; Data mining; Data warehouses; Decision making; Delay; Finance; Performance analysis; Pricing; Refining; Warehousing; Weapons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Database and Expert Systems Applications, 2002. Proceedings. 13th International Workshop on
  • ISSN
    1529-4188
  • Print_ISBN
    0-7695-1668-8
  • Type

    conf

  • DOI
    10.1109/DEXA.2002.1045992
  • Filename
    1045992