www.prismmodelchecker.org

PRISM Bibliography

The following is a bibliography of PRISM-related papers. This includes both papers from the PRISM team and from elsewhere.

See also the separate lists of PRISM-related papers produced externally and by the PRISM team, and the list of selected PRISM papers.

If there is something we have omitted, please contact us.

536 publications:

Books and edited volumes

Book chapters

  • [KNP17] Marta Kwiatkowska, Gethin Norman and David Parker. Probabilistic Model Checking: Advances and Applications. In R. Drechsler (editor), Formal System Verification, pages 73-121, Springer. June 2017. [pdf] [bib] [Provides an introduction to probabilistic model checking, including coverage of some recent advances in the field and a wide variety of examples and applications.]
  • [KT14] Marta Kwiatkowska and Chris Thachuk. Probabilistic Model Checking for Biology. In Software Safety and Security, IOS Press. 2014. [pdf] [bib] [A tutorial on the application of probabilistic model checking and PRISM to biological systems, including examples of DNA computation.]
  • [DKN+13] Marie Duflot, Marta Kwiatkowska, Gethin Norman, David Parker, Sylvain Peyronnet, Claudine Picaronny and Jeremy Sproston. Practical Applications of Probabilistic Model Checking to Communication Protocols. In S. Gnesi and T. Margaria (editors), Formal Methods for Industrial Critical Systems: A Survey of Applications, pages 133-150, IEEE Computer Society Press. March 2013. [pdf] [bib] [Applies PRISM and APMC to analyse the IEEE 802.3 (CSMA/CD) protocol.]
  • [KP12] Marta Kwiatkowska and David Parker. Advances in Probabilistic Model Checking. In Software Safety and Security - Tools for Analysis and Verification, volume 33 of NATO Science for Peace and Security Series - D: Information and Communication Security, pages 126-151, IOS Press. June 2012. [pdf] [bib] [Tutorial paper on probabilistic model checking, covering DTMCs, MDPs, quantitative abstraction refinement, PTAs and PRISM.]
  • [FKNP11] Vojtěch Forejt, Marta Kwiatkowska, Gethin Norman and David Parker. Automated Verification Techniques for Probabilistic Systems. In M. Bernardo and V. Issarny (editors), Formal Methods for Eternal Networked Software Systems (SFM'11), volume 6659 of LNCS, pages 53-113, Springer. June 2011. [pdf] [bib] [Tutorial paper on probabilistic model checking, focusing on verification techniques for MDPs, accompanied by case studies and examples for PRISM.]
  • [KNP10a] Marta Kwiatkowska, Gethin Norman and David Parker. Probabilistic Model Checking for Systems Biology. In M. Sriram Iyengar (editor), Symbolic Systems Biology, pages 31-59, Jones and Bartlett. May 2010. [pdf] [bib] [Tutorial on the application of probabilistic model checking and PRISM to systems biology, including an illustrative case study (FGF) and reader exercises.]
  • [CGHV09] M. Calder, S. Gilmore, J. Hillston and V. Vyshemirsky. Formal methods for biochemical signalling pathways. In Formal Methods: State of the Art and New Directions, Springer. To appear. 2009. [bib]
  • [KNP09b] Marta Kwiatkowska, Gethin Norman and David Parker. Quantitative Verification Techniques for Biological Processes. In A. Condon, D. Harel, J. Kok, A. Salomaa and E. Winfree (editors), Algorithmic Bioprocesses, pages 391-409, Springer. August 2009. [pdf] [bib] [Tutorial paper on the application of probabilistic model checking and PRISM to biological systems, including an illustrative case study (MAPK cascade).]
  • [KNPS08] Marta Kwiatkowska, Gethin Norman, David Parker and Jeremy Sproston. Verification of Real-Time Probabilistic Systems. In S. Merz and N. Navet (editors), Modeling and Verification of Real-Time Systems: Formalisms and Software Tools, pages 249-288, John Wiley & Sons. January 2008. [pdf] [bib] http://www.iste.co.uk/index.php?p=a&ACTION=View&id=195 [Tutorial on probabilistic timed automata (PTAs) and the methods used by PRISM to analyse them.]
  • [KNP07a] Marta Kwiatkowska, Gethin Norman and David Parker. Stochastic Model Checking. In M. Bernardo and J. Hillston (editors), Formal Methods for the Design of Computer, Communication and Software Systems: Performance Evaluation (SFM'07), volume 4486 of Lecture Notes in Computer Science (Tutorial Volume), pages 220-270, Springer. June 2007. [pdf] [bib] [Tutorial paper covering probabilistic model checking of DTMCs/CTMCs and PRISM.]
  • [Nor04] G. Norman. Analysing Randomized Distributed Algorithms. In C. Baier, B. Haverkort, H. Hermanns, J-P. Katoen, M. Siegle and F. Vaandrager (editors), Validation of Stochastic Systems: A Guide to Current Research, volume 2925 of Lecture Notes in Computer Science, pages 384--418, Springer. October 2004. [ps.gz] [pdf] [bib]
  • [MP04] Andrew Miner and David Parker. Symbolic Representations and Analysis of Large Probabilistic Systems. In C. Baier, B. Haverkort, H. Hermanns, J-P. Katoen, M. Siegle and F. Vaandrager (editors), Validation of Stochastic Systems: A Guide to Current Research, volume 2925 of Lecture Notes in Computer Science, pages 296-338. August 2004. [ps.gz] [pdf] [bib] [Tutorial/survey paper on symbolic methods for probabilistic verification, including the (MD)BDD-based methods in PRISM.]
  • [Meh04a] R. Mehmood. Serial Disk-based Analysis of Large Stochastic Models. In C. Baier, B. Haverkort, H. Hermanns, J-P. Katoen, M. Siegle and F. Vaandrager (editors), Validation of Stochastic Systems: A Guide to Current Research, volume 2925 of Lecture Notes in Computer Science, Springer-Verlag. August 2004. [ps.gz] [pdf] [bib]

Journal papers

Conference papers

Theses

Technical reports

Other

Publications