• DocumentCode
    3088522
  • Title

    The SDCC framework for integrating existing algorithms for diverse data warehouse maintenance tasks

  • Author

    Zhang, Xin ; Rundensteiner, Elke A.

  • Author_Institution
    Dept. of Comput. Sci., Worcester Polytech. Inst., MA, USA
  • fYear
    1999
  • fDate
    36373
  • Firstpage
    206
  • Lastpage
    214
  • Abstract
    Recently proposed view maintenance algorithms tackle the problem of concurrent data updates happening at different autonomous information systems (ISs), whereas the EVE (Evolvable View Environment) system addresses the maintenance of a data warehouse (DW) after IS schema changes. The concurrency of schema changes and data updates still remains an unexplored problem, however. This paper provides a solution that guarantees concurrent view definition evolution and view extent maintenance of a DW defined over distributed ISs. For this problem, we introduce a framework called SDCC (Schema change and Data update Concurrency Control) system. SDCC integrates existing algorithms designed to address view maintenance subproblems (such as view extent maintenance after IS data updates, view definition evolution after IS schema changes, and view extent adaptation after view definition changes) into one system by providing protocols that enable them to correctly co-exist and collaborate. SDCC tracks any potential faulty updates of the DW caused by conflicting concurrent IS changes, and compensates for such conflicting updates by a local correction strategy called local compensation
  • Keywords
    compensation; concurrency control; data warehouses; distributed databases; EVE; Evolvable View Environment; SDCC framework; autonomous information systems; collaborating subproblems; concurrency control; concurrent data updates; conflicting concurrent changes; conflicting update compensation; data updates; data warehouse maintenance algorithm integration; distributed information systems; faulty update tracking; local compensation; local correction strategy; schema changes; view definition changes; view definition evolution; view extent adaptation; view extent maintenance; view maintenance algorithms; Algorithm design and analysis; Collaboration; Computer science; Concurrent computing; Control systems; Data warehouses; Large-scale systems; Protocols; Warehousing; World Wide Web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Database Engineering and Applications, 1999. IDEAS '99. International Symposium Proceedings
  • Conference_Location
    Montreal, Que.
  • Print_ISBN
    0-7695-0265-2
  • Type

    conf

  • DOI
    10.1109/IDEAS.1999.787269
  • Filename
    787269