• DocumentCode
    2679997
  • Title

    An Architecture to Maintain Materialized View in Cloud Computing Environment for OLAP Processing

  • Author

    Sen, Satyaki ; Datta, D. ; Chaki, Nabendu

  • fYear
    2012
  • fDate
    14-15 Sept. 2012
  • Firstpage
    360
  • Lastpage
    365
  • Abstract
    Cloud Computing is an emerging technology that empowers the present day business scenario by providing services on demand instead of an integrated product. Many of applications on cloud deals with huge amount of data and these are often used for analytical processing to exploit the business intelligence. However working with very large scale of data is often time consuming and requires higher processing time. Materialized views are built and maintained to pre-fetch an effective subset of the entire database for current and immediate future usage. The materialized views are constructed on data warehouse, data marts and virtual data warehouse. In a cloud computing scenario, quite often the materialized views for the distributed data centers resides in different data servers. One of the major challenges is to handle multiple OLAP data sources. The data needs to be, integrated and analyzed continually in an efficient manner before the views are built. This paper emphasizes on integrating heterogeneous data sources to create virtual data warehouses that could be deployed in a cloud environment.
  • Keywords
    cloud computing; data mining; data warehouses; OLAP Processing; business intelligence; cloud computing environment; data marts; distributed data center; heterogeneous data sources; materialized view; virtual data warehouse; Business; Cloud computing; Computer architecture; Data warehouses; Distributed databases; Servers; XML; Cloud Computing; Data Mart; Data Warehouse; DataCenter; Decision Support System; ETL; Materialized View; OLAP; View; Virtual Data Warehouse;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing Sciences (ICCS), 2012 International Conference on
  • Conference_Location
    Phagwara
  • Print_ISBN
    978-1-4673-2647-6
  • Type

    conf

  • DOI
    10.1109/ICCS.2012.13
  • Filename
    6391709