Automated Verification Techniques for Probabilistic Systems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F11%3A00067395" target="_blank" >RIV/00216224:14330/11:00067395 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-21455-4_3" target="_blank" >http://dx.doi.org/10.1007/978-3-642-21455-4_3</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-21455-4_3" target="_blank" >10.1007/978-3-642-21455-4_3</a>
Alternative languages
Result language
angličtina
Original language name
Automated Verification Techniques for Probabilistic Systems
Original language description
This tutorial provides an introduction to probabilistic model checking, a technique for automatically verifying quantitative properties of probabilistic systems. We focus on Markov decision processes (MDPs), which model both stochastic and nondeterministic behaviour. We describe methods to analyse a wide range of their properties, including specifications in the temporal logics PCTL and LTL, probabilistic safety properties and cost- or reward-based measures. We also discuss multi-objective probabilisticmodel checking, used to analyse trade-offs between several different quantitative properties. Applications of the techniques in this tutorial include performance and dependability analysis of networked systems, communication protocols and randomised distributed algorithms. Since such systems often comprise several components operating in parallel, we also cover techniques for compositional modelling and verification of multi-component probabilistic systems.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/1M0545" target="_blank" >1M0545: Institute for Theoretical Computer Science</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Formal Methods for Eternal Networked Software Systems (SFM'11)
ISBN
9783642214547
ISSN
0302-9743
e-ISSN
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Number of pages
61
Pages from-to
53-113
Publisher name
Springer
Place of publication
Berlin, Germany
Event location
Bertinoro, Italy
Event date
Jan 1, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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