Predicting Defects with Program Dependencies (Short Paper) – ESEM 2009

by Thomas Zimmermann, Nachiappan Nagappan

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.

Download as PDF.

Reference

Thomas Zimmermann, Nachiappan Nagappan. Predicting Defects with Program Dependencies (Short Paper). In Proceedings of the Third International Symposium on Empirical Software Engineering and Measurement (ESEM 2009), Lake Buena Vista, Florida, USA, October 2009.

BibTeX Entry

@inproceedings{zimmermann-esem-2009,
    title = "Predicting Defects with Program Dependencies (Short Paper)",
    author = "Thomas Zimmermann and Nachiappan Nagappan",
    year = "2009",
    month = "October",
    booktitle = "Proceedings of the Third International Symposium on Empirical Software Engineering and Measurement",
    location = "Lake Buena Vista, Florida, USA",
}