• DocumentCode
    3052745
  • Title

    Enabling Active Data Archival over Cloud

  • Author

    Gupta, Rajeev ; Gupta, Himanshu ; Nambiar, Ullas ; Mohania, Mukesh

  • Author_Institution
    IBM Res., New Delhi, India
  • fYear
    2012
  • fDate
    24-29 June 2012
  • Firstpage
    98
  • Lastpage
    105
  • Abstract
    The need to analyze huge amount of data for various business intelligence applications is well known. However, the rate at which enterprise data is generated now demands periodic migration of older data from the operational data warehouse to magnetic tapes. In this paper, we propose an "Active data archival service" in which the data is seamlessly archived on the cloud while ensuring that the archived data can be queried without any perceptible change to the end-user. This takes the burden of maintaining the archive off the user and shifts it to the archival service. We discuss the architecture of the service, challenges arising therein due to the federation of data brought on by the archival and how we handle these issues. Specifically, we investigate how the relational data needs to be transformed so that storing and retrieving the data from the cloud is efficient and seamless to the end user. We present our insights through an experimental study using TPC-DS benchmark.
  • Keywords
    cloud computing; competitive intelligence; data warehouses; information retrieval; relational databases; storage management; TPC-DS benchmark; active data archival service; business intelligence applications; cloud computing; operational data warehouse; periodic migration; relational data; Benchmark testing; Business; Data models; Data warehouses; Indexing; Memory; Vectors; MapReduce; Massive scale data management; cloud; hadoop; querying;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Services Computing (SCC), 2012 IEEE Ninth International Conference on
  • Conference_Location
    Honolulu, HI
  • Print_ISBN
    978-1-4673-3049-7
  • Type

    conf

  • DOI
    10.1109/SCC.2012.20
  • Filename
    6274132