Automatic verification of finite-state concurrent systems using temporal logic specifications
ACM Transactions on Programming Languages and Systems (TOPLAS)
A guide to simulation (2nd ed.)
A guide to simulation (2nd ed.)
Computing Poisson probabilities
Communications of the ACM
Numerical transient analysis of Markov models
Computers and Operations Research
Quantitative temporal reasoning
Real-Time Systems
Spectral transforms for large boolean functions with applications to technology mapping
DAC '93 Proceedings of the 30th international Design Automation Conference
Model-checking in dense real-time
Information and Computation - Special issue: selections from 1990 IEEE symposium on logic in computer science
Theoretical Computer Science
Fast simulation of rare events in queueing and reliability models
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Modeling and verification of randomized distributed real-time systems
Modeling and verification of randomized distributed real-time systems
Algebraic decision diagrams and their applications
ICCAD '93 Proceedings of the 1993 IEEE/ACM international conference on Computer-aided design
Model-checking continuous-time Markov chains
ACM Transactions on Computational Logic (TOCL)
Analysis of future event set algorithms for discrete event simulation
Communications of the ACM
Multi-Terminal Binary Decision Diagrams: An Efficient DataStructure for Matrix Representation
Formal Methods in System Design
Approximate Verification of Probabilistic Systems
PAPM-PROBMIV '02 Proceedings of the Second Joint International Workshop on Process Algebra and Probabilistic Methods, Performance Modeling and Verification
Model-Checking for Probabilistic Real-Time Systems (Extended Abstract)
ICALP '91 Proceedings of the 18th International Colloquium on Automata, Languages and Programming
Model Checking Continuous-Time Markov Chains by Transient Analysis
CAV '00 Proceedings of the 12th International Conference on Computer Aided Verification
Verifying Continuous Time Markov Chains
CAV '96 Proceedings of the 8th International Conference on Computer Aided Verification
Design and Synthesis of Synchronization Skeletons Using Branching-Time Temporal Logic
Logic of Programs, Workshop
Probabilistic Verification of Discrete Event Systems Using Acceptance Sampling
CAV '02 Proceedings of the 14th International Conference on Computer Aided Verification
Probabilistic temporal logics for finite and bounded models
STOC '84 Proceedings of the sixteenth annual ACM symposium on Theory of computing
On the Use of Model Checking Techniques for Dependability Evaluation
SRDS '00 Proceedings of the 19th IEEE Symposium on Reliable Distributed Systems
Model-Checking Algorithms for Continuous-Time Markov Chains
IEEE Transactions on Software Engineering
Probabilistic symbolic model checking with PRISM: a hybrid approach
International Journal on Software Tools for Technology Transfer (STTT) - Special section on tools and algorithms for the construction and analysis of systems
Verification and planning for stochastic processes with asynchronous events
Verification and planning for stochastic processes with asynchronous events
Approximations for Digital Computers
Approximations for Digital Computers
Numerical vs. statistical probabilistic model checking
International Journal on Software Tools for Technology Transfer (STTT)
Safe On-The-Fly Steady-State Detection for Time-Bounded Reachability
QEST '06 Proceedings of the 3rd international conference on the Quantitative Evaluation of Systems
TACAS'05 Proceedings of the 11th international conference on Tools and Algorithms for the Construction and Analysis of Systems
Error control for probabilistic model checking
VMCAI'06 Proceedings of the 7th international conference on Verification, Model Checking, and Abstract Interpretation
Probabilistic verification for “black-box” systems
CAV'05 Proceedings of the 17th international conference on Computer Aided Verification
On statistical model checking of stochastic systems
CAV'05 Proceedings of the 17th international conference on Computer Aided Verification
Ymer: a statistical model checker
CAV'05 Proceedings of the 17th international conference on Computer Aided Verification
Abstraction for Stochastic Systems by Erlang's Method of Stages
CONCUR '08 Proceedings of the 19th international conference on Concurrency Theory
HVC '08 Proceedings of the 4th International Haifa Verification Conference on Hardware and Software: Verification and Testing
Monitoring probabilistic properties
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
A Bayesian Approach to Model Checking Biological Systems
CMSB '09 Proceedings of the 7th International Conference on Computational Methods in Systems Biology
Statistical Model Checking Using Perfect Simulation
ATVA '09 Proceedings of the 7th International Symposium on Automated Technology for Verification and Analysis
Approximate Model Checking of PCTL Involving Unbounded Path Properties
ICFEM '09 Proceedings of the 11th International Conference on Formal Engineering Methods: Formal Methods and Software Engineering
Monte-carlo techniques for falsification of temporal properties of non-linear hybrid systems
Proceedings of the 13th ACM international conference on Hybrid systems: computation and control
Bayesian statistical model checking with application to Simulink/Stateflow verification
Proceedings of the 13th ACM international conference on Hybrid systems: computation and control
Model-checking DoS amplification for VoIP session initiation
ESORICS'09 Proceedings of the 14th European conference on Research in computer security
On simulation-based probabilistic model checking of mixed-analog circuits
Formal Methods in System Design
A bounded statistical approach for model checking of unbounded until properties
Proceedings of the IEEE/ACM international conference on Automated software engineering
The ins and outs of the probabilistic model checker MRMC
Performance Evaluation
An effective sequential statistical test for probabilistic monitoring
Information and Software Technology
Statistical model checking: an overview
RV'10 Proceedings of the First international conference on Runtime verification
Analog circuit verification by statistical model checking
Proceedings of the 16th Asia and South Pacific Design Automation Conference
Statistical verification of probabilistic properties with unbounded until
SBMF'10 Proceedings of the 13th Brazilian conference on Formal methods: foundations and applications
Femtocell coverage optimisation using statistical verification
NETWORKING'11 Proceedings of the 10th international IFIP TC 6 conference on Networking - Volume Part I
Steady state property verification of very large systems
International Journal of Critical Computer-Based Systems
PVESTA: a parallel statistical model checking and quantitative analysis tool
CALCO'11 Proceedings of the 4th international conference on Algebra and coalgebra in computer science
Statistical model checking for cyber-physical systems
ATVA'11 Proceedings of the 9th international conference on Automated technology for verification and analysis
ICFEM'11 Proceedings of the 13th international conference on Formal methods and software engineering
HASL: an expressive language for statistical verification of stochastic models
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools
Falsification of temporal properties of hybrid systems using the cross-entropy method
Proceedings of the 15th ACM international conference on Hybrid Systems: Computation and Control
Rare-event verification for stochastic hybrid systems
Proceedings of the 15th ACM international conference on Hybrid Systems: Computation and Control
Monotonicity and efficient computation of bounds with time parallel simulation
EPEW'11 Proceedings of the 8th European conference on Computer Performance Engineering
Computational modeling and verification of signaling pathways in cancer
ANB'10 Proceedings of the 4th international conference on Algebraic and Numeric Biology
ACM Transactions on Software Engineering and Methodology (TOSEM)
Steady-state property verification: a comparison study
VECoS'10 Proceedings of the Fourth international conference on Verification and Evaluation of Computer and Communication Systems
Stable availability under denial of service attacks through formal patterns
FASE'12 Proceedings of the 15th international conference on Fundamental Approaches to Software Engineering
Synthesis of insulin pump controllers from safety specifications using Bayesian model validation
International Journal of Bioinformatics Research and Applications
Confidence bounds for statistical model checking of probabilistic hybrid systems
FORMATS'12 Proceedings of the 10th international conference on Formal Modeling and Analysis of Timed Systems
Schedulability of herschel-planck revisited using statistical model checking
ISoLA'12 Proceedings of the 5th international conference on Leveraging Applications of Formal Methods, Verification and Validation: applications and case studies - Volume Part II
CMSB'12 Proceedings of the 10th international conference on Computational Methods in Systems Biology
Proceedings of the 34th ACM SIGPLAN conference on Programming language design and implementation
Probabilistic Temporal Logic Falsification of Cyber-Physical Systems
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on Probabilistic Embedded Computing
Probabilistic program analysis with martingales
CAV'13 Proceedings of the 25th international conference on Computer Aided Verification
Statistical model checking for safety critical hybrid systems: an empirical evaluation
HVC'12 Proceedings of the 8th international conference on Hardware and Software: verification and testing
Learning and designing stochastic processes from logical constraints
QEST'13 Proceedings of the 10th international conference on Quantitative Evaluation of Systems
GPU code generation for ODE-based applications with phased shared-data access patterns
ACM Transactions on Architecture and Code Optimization (TACO)
Bayesian statistical model checking with application to Stateflow/Simulink verification
Formal Methods in System Design
| Hi-index | 0.00 |
Probabilistic verification of continuous-time stochastic processes has received increasing attention in the model-checking community in the past 5 years, with a clear focus on developing numerical solution methods for model checking of continuous-time Markov chains. Numerical techniques tend to scale poorly with an increase in the size of the model (the "state space explosion problem"), however, and are feasible only for restricted classes of stochastic discrete-event systems. We present a statistical approach to probabilistic model checking, employing hypothesis testing and discrete-event simulation. Since we rely on statistical hypothesis testing, we cannot guarantee that the verification result is correct, but we can at least bound the probability of generating an incorrect answer to a verification problem.