• DocumentCode
    548783
  • Title

    Using relational algebra on the specification of Slowly Changing Dimensions - a first step

  • Author

    Santos, Vasco ; Belo, Orlando

  • Author_Institution
    Sch. of Manage. & Technol., Porto Polytech., Felgueiras, Portugal
  • fYear
    2011
  • fDate
    15-18 June 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Data Warehouses are refreshed periodically with data from source systems. Nevertheless this data is not only related to new facts, but also to dimension data. Some dimensions have the particularity of evolving through time, either by having new data or by changes that occur in source systems and must be reflected in the data warehouses. Dealing with these, so called, Slowly Changing Dimensions is a complex task that the Extract, Transform and Load process is responsible. Common approaches are based on typing these dimensions and act accordingly, which adds to the already complex nature of the process. In this paper we analyze these different types of slowly changing dimensions, proposing a relational algebra specification to deal with them.
  • Keywords
    algebraic specification; data warehouses; relational algebra; data warehouse; extract process; load process; relational algebra specification; slowly changing dimension; transform process; Algebra; Business; Data models; Data warehouses; Databases; Unified modeling language; Data Warehouses; ETL processes; Relational Algebra; Slowly Changing Dimensions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Systems and Technologies (CISTI), 2011 6th Iberian Conference on
  • Conference_Location
    Chaves
  • Print_ISBN
    978-1-4577-1487-0
  • Type

    conf

  • Filename
    5974226