• DocumentCode
    2272842
  • Title

    Predicting defects with program dependencies

  • Author

    Zimmermann, Thomas ; Nagappan, Nachiappan

  • Author_Institution
    Microsoft Res., Redmond, WA, USA
  • fYear
    2009
  • fDate
    15-16 Oct. 2009
  • Firstpage
    435
  • Lastpage
    438
  • Abstract
    Software development is a complex and error-prone task. An important factor during the development of complex systems is the understanding of the dependencies that exist between different pieces of the code. In this paper, we show that for Windows Server 2003 dependency data can predict the defect-proneness of software elements. Since most dependencies of a component are already known in the design phase, our prediction models can support design decisions.
  • Keywords
    object-oriented programming; program diagnostics; reverse engineering; Windows Server 2003; complex system development; error-prone task; program dependency understanding; software component; software design phase; software development; software element defect-proneness prediction; Computer architecture; Computer industry; Industrial relations; Large-scale systems; Particle measurements; Phase estimation; Predictive models; Programming; Software engineering; Software measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Empirical Software Engineering and Measurement, 2009. ESEM 2009. 3rd International Symposium on
  • Conference_Location
    Lake Buena Vista, FL
  • ISSN
    1938-6451
  • Print_ISBN
    978-1-4244-4842-5
  • Electronic_ISBN
    1938-6451
  • Type

    conf

  • DOI
    10.1109/ESEM.2009.5316024
  • Filename
    5316024