Statistical model checking: An overview

A Legay, B Delahaye, S Bensalem - International conference on runtime …, 2010 - Springer
Quantitative properties of stochastic systems are usually specified in logics that allow one to
compare the measure of executions satisfying certain temporal properties with thresholds …

The probabilistic model checking landscape

JP Katoen - Proceedings of the 31st Annual ACM/IEEE Symposium …, 2016 - dl.acm.org
Randomization is a key element in sequential and distributed computing. Reasoning about
randomized algorithms is highly non-trivial. In the 1980s, this initiated first proof methods …

A storm is coming: A modern probabilistic model checker

C Dehnert, S Junges, JP Katoen, M Volk - Computer Aided Verification …, 2017 - Springer
We launch the new probabilistic model checker S torm. It features the analysis of discrete-
and continuous-time variants of both Markov chains and MDPs. It supports the P rism and …

[图书][B] Formal methods for discrete-time dynamical systems

C Belta, B Yordanov, EA Gol - 2017 - Springer
In control theory, complex models of physical processes, such as systems of differential or
difference equations, are usually checked against simple specifications, such as stability …

A survey of statistical model checking

G Agha, K Palmskog - ACM Transactions on Modeling and Computer …, 2018 - dl.acm.org
Interactive, distributed, and embedded systems often behave stochastically, for example,
when inputs, message delays, or failures conform to a probability distribution. However …

The probabilistic model checker Storm

C Hensel, S Junges, JP Katoen, T Quatmann… - International Journal on …, 2022 - Springer
We present the probabilistic model checker Storm. Storm supports the analysis of discrete-
and continuous-time variants of both Markov chains and Markov decision processes. Storm …

[图书][B] Principles of model checking

C Baier, JP Katoen - 2008 - books.google.com
A comprehensive introduction to the foundations of model checking, a fully automated
technique for finding flaws in hardware and software; with extensive examples and both …

Stochastic model checking

M Kwiatkowska, G Norman, D Parker - … School on Formal Methods for the …, 2007 - Springer
This tutorial presents an overview of model checking for both discrete and continuous-time
Markov chains (DTMCs and CTMCs). Model checking algorithms are given for verifying …

Engineering trustworthy self-adaptive software with dynamic assurance cases

R Calinescu, D Weyns, S Gerasimou… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Building on concepts drawn from control theory, self-adaptive software handles
environmental and internal uncertainties by dynamically adjusting its architecture and …

The road ahead for mining software repositories

AE Hassan - 2008 frontiers of software maintenance, 2008 - ieeexplore.ieee.org
Source control repositories, bug repositories, archived communications, deployment logs,
and code repositories are examples of software repositories that are commonly available for …