The complexity of probabilistic verification
Journal of the ACM (JACM)
Model-checking continuous-time Markov chains
ACM Transactions on Computational Logic (TOCL)
Beyond Memoryless Distributions: Model Checking Semi-Markov Chains
PAPM-PROBMIV '01 Proceedings of the 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
Symbolic Model Checking for Probabilistic Processes
ICALP '97 Proceedings of the 24th International Colloquium on Automata, Languages and Programming
TACAS '00 Proceedings of the 6th International Conference on Tools and Algorithms for Construction and Analysis of Systems: Held as Part of the European Joint Conferences on the Theory and Practice of Software, ETAPS 2000
Approximate Symbolic Model Checking of Continuous-Time Markov Chains
CONCUR '99 Proceedings of the 10th International Conference on Concurrency Theory
Verifying Quantitative Properties of Continuous Probabilistic Timed Automata
CONCUR '00 Proceedings of the 11th International Conference on Concurrency Theory
Verifying Continuous Time Markov Chains
CAV '96 Proceedings of the 8th International Conference on Computer Aided Verification
Probabilistic Verification of Discrete Event Systems Using Acceptance Sampling
CAV '02 Proceedings of the 14th International Conference on Computer Aided Verification
Specification and analysis of the AER/NCA active network protocol suite in Real-Time Maude
Formal Methods in System Design
Statistical probabilistic model checking with a focus on time-bounded properties
Information and Computation
Quantitative verification: models techniques and tools
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Quantitative verification: models, techniques and tools
The 6th Joint Meeting on European software engineering conference and the ACM SIGSOFT symposium on the foundations of software engineering: companion papers
Specification patterns for probabilistic quality properties
Proceedings of the 30th international conference on Software engineering
Translating Stochastic CLS into Maude
Electronic Notes in Theoretical Computer Science (ENTCS)
Probabilistic Modeling and Analysis of DoS Protection for the ASV Protocol
Electronic Notes in Theoretical Computer Science (ENTCS)
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
PMaude: Rewrite-based Specification Language for Probabilistic Object Systems
Electronic Notes in Theoretical Computer Science (ENTCS)
Bayesian statistical model checking with application to Simulink/Stateflow verification
Proceedings of the 13th ACM international conference on Hybrid systems: computation and control
SPAMR: extending PAMR with stochastic time
EPEW'07 Proceedings of the 4th European performance engineering conference on Formal methods and stochastic models for performance evaluation
How fast and fat is your probabilistic model checker? an experimental performance comparison
HVC'07 Proceedings of the 3rd international Haifa verification conference on Hardware and software: verification and testing
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
Statistical model checking: an overview
RV'10 Proceedings of the First international conference on Runtime verification
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
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
Specification and analysis of distributed object-based stochastic hybrid systems
HSCC'06 Proceedings of the 9th international conference on Hybrid Systems: computation and control
Extended directed search for probabilistic timed reachability
FORMATS'06 Proceedings of the 4th international conference on Formal Modeling and Analysis of Timed Systems
HASL: an expressive language for statistical verification of stochastic models
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools
ICTAC'05 Proceedings of the Second international conference on Theoretical Aspects of Computing
Simulation and analysis of distributed systems in klaim
COORDINATION'10 Proceedings of the 12th international conference on Coordination Models and Languages
ACM Transactions on Software Engineering and Methodology (TOSEM)
Monitor-Based statistical model checking for weighted metric temporal logic
LPAR'12 Proceedings of the 18th international conference on Logic for Programming, Artificial Intelligence, and Reasoning
Stable availability under denial of service attacks through formal patterns
FASE'12 Proceedings of the 15th international conference on Fundamental Approaches to Software Engineering
Checking and distributing statistical model checking
NFM'12 Proceedings of the 4th international conference on NASA Formal Methods
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
Synthesis of insulin pump controllers from safety specifications using Bayesian model validation
International Journal of Bioinformatics Research and Applications
Efficient probabilistic model checking of systems with ranged probabilities
RP'12 Proceedings of the 6th international conference on Reachability Problems
Modelling and analyzing adaptive self-assembly strategies with maude
WRLA'12 Proceedings of the 9th international conference on Rewriting Logic and Its Applications
Automated reliability estimation over partial systematic explorations
Proceedings of the 2013 International Conference on Software Engineering
Performance evaluation of sensor networks by statistical modeling and euclidean model checking
ACM Transactions on Sensor Networks (TOSN)
System level formal verification via model checking driven simulation
CAV'13 Proceedings of the 25th international conference on Computer Aided Verification
Bayesian statistical model checking with application to Stateflow/Simulink verification
Formal Methods in System Design
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Statistical methods to model check stochastic systems have been, thus far, developed only for a sublogic of continuous stochastic logic (CSL) that does not have steady state operator and unbounded until formulas. In this paper, we present a statistical model checking algorithm that also verifies CSL formulas with unbounded untils. The algorithm is based on Monte Carlo simulation of the model and hypothesis testing of the samples, as opposed to sequential hypothesis testing. We have implemented the algorithm in a tool called VESTA, and found it to be effective in verifying several examples.