Probabilistic model checking and autonomy

M Kwiatkowska, G Norman… - Annual review of control …, 2022 - annualreviews.org
The design and control of autonomous systems that operate in uncertain or adversarial
environments can be facilitated by formal modeling and analysis. Probabilistic model …

Probabilistic model checking: Advances and applications

M Kwiatkowska, G Norman, D Parker - … System Verification: State-of the-Art …, 2018 - Springer
Probabilistic model checking is a powerful technique for formally verifying quantitative
properties of systems that exhibit stochastic behaviour. Such systems are found in many …

Dynamic QoS management and optimization in service-based systems

R Calinescu, L Grunske, M Kwiatkowska… - IEEE Transactions …, 2010 - ieeexplore.ieee.org
Service-based systems that are dynamically composed at runtime to provide complex,
adaptive functionality are currently one of the main development paradigms in software …

Specification patterns for probabilistic quality properties

L Grunske - Proceedings of the 30th international conference on …, 2008 - dl.acm.org
Probabilistic verification techniques are a powerful means to ensure that a software-
intensive system fulfills its quality requirements. To apply these techniques an accurate …

Model checking for probabilistic timed automata

G Norman, D Parker, J Sproston - Formal methods in system design, 2013 - Springer
Probabilistic timed automata (PTAs) are a formalism for modelling systems whose behaviour
incorporates both probabilistic and real-time characteristics. Applications include wireless …

Probabilistic netkat

N Foster, D Kozen, K Mamouras, M Reitblatt… - … 2016, Held as Part of the …, 2016 - Springer
This paper presents a new language for network programming based on a probabilistic
semantics. We extend the NetKATlanguage with new primitives for expressing probabilistic …

Logics of dynamical systems

A Platzer - 2012 27th Annual IEEE Symposium on Logic in …, 2012 - ieeexplore.ieee.org
We study the logic of dynamical systems, that is, logics and proof principles for properties of
dynamical systems. Dynamical systems are mathematical models describing how the state …

Quantitative verification: models techniques and tools

M Kwiatkowska - Proceedings of the the 6th joint meeting of the …, 2007 - dl.acm.org
Automated verification is a technique for establishing if certain properties, usually expressed
in temporal logic, hold for a system model. The model can be defined using a high-level …

Advances and challenges of probabilistic model checking

M Kwiatkowska, G Norman… - 2010 48th Annual Allerton …, 2010 - ieeexplore.ieee.org
Probabilistic model checking is a powerful technique for formally verifying quantitative
properties of systems that exhibit stochastic behaviour. Such systems are found in many …

Tools at the frontiers of quantitative verification: QComp 2023 competition report

R Andriushchenko, A Bork, CE Budde, M Češka… - International …, 2024 - Springer
The analysis of formal models that include quantitative aspects such as timing or
probabilistic choices is performed by quantitative verification tools. Broad and mature tool …