Probabilistic Failure Propagation and Transformation Analysis

  • Authors:
  • Xiaocheng Ge;Richard F. Paige;John A. Mcdermid

  • Affiliations:
  • Department of Computer Science, University of York, UK;Department of Computer Science, University of York, UK;Department of Computer Science, University of York, UK

  • Venue:
  • SAFECOMP '09 Proceedings of the 28th International Conference on Computer Safety, Reliability, and Security
  • Year:
  • 2009

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Abstract

A key concern in safety engineering is understanding the overall emergent failure behaviour of a system, i.e., behaviour exhibited by the system that is outside its specification of acceptable behaviour. A system can exhibit failure behaviour in many ways, including that from failures of individual or a small number of components. It is important for safety engineers to understand how system failure behaviour relates to failures exhibited by individual components. In this paper, we propose a safety analysis technique, failure propagation and transformation analysis (FPTA), which automatically and quantitatively analyses failures based on a model of failure logic. The technique integrates previous work on automated failure analysis with probabilistic model checking supported by the PRISM tool. We demonstrate the technique and tool on a small, yet realistic safety-related application.