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 …

PRISM 4.0: Verification of probabilistic real-time systems

M Kwiatkowska, G Norman, D Parker - … CAV 2011, Snowbird, UT, USA, July …, 2011 - Springer
This paper describes a major new release of the PRISM probabilistic model checker,
adding, in particular, quantitative verification of (priced) probabilistic timed automata. These …

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 …

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 …

Episimdemics: an efficient algorithm for simulating the spread of infectious disease over large realistic social networks

CL Barrett, KR Bisset, SG Eubank… - SC'08: Proceedings …, 2008 - ieeexplore.ieee.org
Preventing and controlling outbreaks of infectious diseases such as pandemic influenza is a
top public health priority. We describe EpiSimdemics-a scalable parallel algorithm to …

Vmplants: Providing and managing virtual machine execution environments for grid computing

I Krsul, A Ganguly, J Zhang, JAB Fortes… - SC'04: Proceedings …, 2004 - ieeexplore.ieee.org
Virtual machines provide flexible, powerful execution environments for Grid computing,
offering isolation and security mechanisms complementary to operating systems …

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 …

Performance analysis of probabilistic timed automata using digital clocks

M Kwiatkowska, G Norman, D Parker… - Formal Methods in System …, 2006 - Springer
Probabilistic timed automata, a variant of timed automata extended with discrete probability
distributions, is a modelling formalism suitable for describing formally both nondeterministic …

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 …