• DocumentCode
    3002529
  • Title

    Model-Driven development method of the virtual data warehouse

  • Author

    Lemmik, R.

  • Author_Institution
    Innovative Manuf. Eng. Syst. Competence Centre (IMECC), Tallinn, Estonia
  • fYear
    2010
  • fDate
    4-6 Oct. 2010
  • Firstpage
    197
  • Lastpage
    200
  • Abstract
    The hypothesis of this work is that information systems development is possible with lower TCO (Total Cost of Ownership), if OLAP (On-Line Analytical Processing) data model is developed together with OLTP (On-Line Transaction Processing) data model and if those two models are in relation to each other. By using Model-Driven (MDA) development methods, that kind of combined model makes possible to deploy virtual data warehouse solution with automatically generated ETL (Extract, Transform, Load) business logic. The result of this work is the database meta-model, which stores OLAP and OLTP data models and relations between them. Composed method is base for the virtual data warehouse to provide same kind of functionality like classic and static OLAP dimensional database does.
  • Keywords
    business data processing; data mining; data models; data warehouses; enterprise resource planning; management information systems; meta data; transaction processing; OLAP data model; business logic; database metamodel; information system development; model driven development; online analytical processing; online transaction processing; total cost of ownership; virtual data warehouse; Analytical models; Business; Data models; Data warehouses; Databases; Erbium; Unified modeling language;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics Conference (BEC), 2010 12th Biennial Baltic
  • Conference_Location
    Tallinn
  • ISSN
    1736-3705
  • Print_ISBN
    978-1-4244-7356-4
  • Electronic_ISBN
    1736-3705
  • Type

    conf

  • DOI
    10.1109/BEC.2010.5631007
  • Filename
    5631007