• DocumentCode
    1967304
  • Title

    A prototype of synthetic data generator

  • Author

    García, D. ; Millán, M.

  • fYear
    2011
  • fDate
    4-6 May 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The massive and extensive use of information technologies has generated a significant increase in both data and applications to manipulate it. These applications should be tested with a enough and representative volume of data. Real-world data is generally not available for issues of confidentiality and privacy. Thus, it is necessary to have synthetic data generators for this purpose. In this paper a free software prototype (PSDG) designed by generating data is described. The prototype is capable of generating and loading synthetic data into an empty database. Shuffling, Nulling out, table-to-table synchronization techniques have been implemented in order to generate the data.
  • Keywords
    data handling; software prototyping; synchronisation; empty database; free software prototype; synthetic data generator; table-to-table synchronization techniques; Generators; Media; Medical diagnostic imaging; Medical services; Silicon compounds; Software; Synchronization; Data Generation; Data Privacy; Data Substitution; Synthethic Data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing Congress (CCC), 2011 6th Colombian
  • Conference_Location
    Manizales
  • Print_ISBN
    978-1-4577-0285-3
  • Type

    conf

  • DOI
    10.1109/COLOMCC.2011.5936311
  • Filename
    5936311