Software defect analysis of a multi-release telecommunications system

  • Authors:
  • Marek Leszak

  • Affiliations:
  • Optical Networking Group, Lucent Technologies Bell Labs, Lucent Technologies Network Systems GmbH, Nuernberg, Germany

  • Venue:
  • PROFES'05 Proceedings of the 6th international conference on Product Focused Software Process Improvement
  • Year:
  • 2005

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Abstract

This paper provides a study of several process metrics of an industrial large-scale embedded software system, the Lucent product Lambda-UniteTM MSS. This product is an evolutionary hardware/software system for the metropolitan and wide-area transmission and switching market. An analysis of defect data is performed, including and comparing all major (i.e. feature) releases till end of 2004. Several defect metrics on file-level are defined and analyzed, as basis for a defect prediction model. Main analysis results include the following. Faults and code size per file show only a weak correlation. Portion of faulty files per release tend to decrease across releases. Size and error-proneness in previous release alone is not a good predictor of a file's faults per release. Customer-found defects are strongly correlated with pre-delivery defects found per subsystem. These results are being compared to a recent similar study of fault distributions; the differences are significant.