Modeling and analysis of stochastic systems
Modeling and analysis of stochastic systems
Formal Methods in System Design - Special issue on The First Federated Logic Conference (FLOC'96), part II
Model checking
Multi-Terminal Binary Decision Diagrams: An Efficient DataStructure for Matrix Representation
Formal Methods in System Design
Algebric Decision Diagrams and Their Applications
Formal Methods in System Design
Verifying Continuous Time Markov Chains
CAV '96 Proceedings of the 8th International Conference on Computer Aided Verification
Model-Checking Algorithms for Continuous-Time Markov Chains
IEEE Transactions on Software Engineering
Probabilistic symbolic model checking with PRISM: a hybrid approach
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Bio-PEPA for Epidemiological Models
Electronic Notes in Theoretical Computer Science (ENTCS)
Semantics for structured systems modelling and simulation
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Electronic Notes in Theoretical Computer Science (ENTCS)
A formal language toward the unification of model checking and performance evaluation
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Evolving a safe system design iteratively
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Approximate model checking of stochastic COWS
TGC'10 Proceedings of the 5th international conference on Trustworthly global computing
A tool for checking probabilistic properties of COWS services
TGC'10 Proceedings of the 5th international conference on Trustworthly global computing
Combining SPIN with ns-2 for protocol Optimization
SPIN'10 Proceedings of the 17th international SPIN conference on Model checking software
Systematic model-based safety assessment via probabilistic model checking
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part I
SHAVE: stochastic hybrid analysis of markov population models
Proceedings of the 14th international conference on Hybrid systems: computation and control
Modelling non-linear crowd dynamics in bio-PEPA
FASE'11/ETAPS'11 Proceedings of the 14th international conference on Fundamental approaches to software engineering: part of the joint European conferences on theory and practice of software
A timed calculus for wireless systems
Theoretical Computer Science
Quantitative analysis of services
Rigorous software engineering for service-oriented systems
Probabilistic real-time rewrite theories and their expressive power
FORMATS'11 Proceedings of the 9th international conference on Formal modeling and analysis of timed systems
Formal analysis of a scheduling algorithm for wireless sensor networks
ICFEM'11 Proceedings of the 13th international conference on Formal methods and software engineering
Performance Certification of Software Components
Electronic Notes in Theoretical Computer Science (ENTCS)
Measuring and synthesizing systems in probabilistic environments
CAV'10 Proceedings of the 22nd international conference on Computer Aided Verification
Annotated Probabilistic Temporal Logic: Approximate Fixpoint Implementation
ACM Transactions on Computational Logic (TOCL)
Modelling and analysis of the NF-κB pathway in bio-PEPA
Transactions on Computational Systems Biology XII
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Model interoperability for performance engineering: survey of milestones and evolution
PERFORM'10 Proceedings of the 2010 IFIP WG 6.3/7.3 international conference on Performance Evaluation of Computer and Communication Systems: milestones and future challenges
Model-checking secure information flow for multi-threaded programs
TOSCA'11 Proceedings of the 2011 international conference on Theory of Security and Applications
Synthesizing efficient controllers
VMCAI'12 Proceedings of the 13th international conference on Verification, Model Checking, and Abstract Interpretation
Large-scale complex IT systems
Communications of the ACM
Model checking: one can do much more than you think!
FSEN'11 Proceedings of the 4th IPM international conference on Fundamentals of Software Engineering
Reliability analysis in component-based development via probabilistic model checking
Proceedings of the 15th ACM SIGSOFT symposium on Component Based Software Engineering
A probabilistic framework for object-oriented modeling and analysis of distributed systems
FoVeOOS'11 Proceedings of the 2011 international conference on Formal Verification of Object-Oriented Software
Fluid analysis of foraging ants
COORDINATION'12 Proceedings of the 14th international conference on Coordination Models and Languages
MULE-Based wireless sensor networks: probabilistic modeling and quantitative analysis
IFM'12 Proceedings of the 9th international conference on Integrated Formal Methods
Model-based verification of quantitative non-functional properties for software product lines
Information and Software Technology
Verification and testing of biological models
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Trend-Based analysis of a population model of the AKAP scaffold protein
Transactions on Computational Systems Biology XIV
Compositional approximate markov chain aggregation for PEPA models
EPEW'12 Proceedings of the 9th European conference on Computer Performance Engineering
Compositional approximate markov chain aggregation for PEPA models
EPEW'12 Proceedings of the 9th European conference on Computer Performance Engineering
A component-based solution for reducible Markov regenerative processes
Performance Evaluation
Probabilistic program analysis with martingales
CAV'13 Proceedings of the 25th international conference on Computer Aided Verification
Backward Solution of Markov Chains and Markov Regenerative Processes: Formalization and Applications
Electronic Notes in Theoretical Computer Science (ENTCS)
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Probabilistic model checking is a formal verification technique for the modelling and analysis of stochastic systems. It has proved to be useful for studying a wide range of quantitative properties of models taken from many diffierent application domains. This includes, for example, performance and reliability properties of computer and communication systems. In this paper, we give an overview of the probabilistic model checking tool PRISM, focusing in particular on its support for continuous-time Markov chains and Markov reward models, and how these can be used to analyse performability properties.