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Analyzing Web Server Performance Models with the Probabilistic Model Checker PRISM

by Tamás Bérczes, Gábor Guta, Gábor Kusper, Wolfgang Schreiner, János Sztrik - Johannes Kepler University , 2008
"... We report our experience with formulating and analyzing in the probabilistic model checker PRISM various closely related web server performance models that were previously described in literature in terms of classical queuing theory. By our work various ambiguities and deficiencies (also errors) are ..."
Abstract - Cited by 2 (1 self) - Add to MetaCart
We report our experience with formulating and analyzing in the probabilistic model checker PRISM various closely related web server performance models that were previously described in literature in terms of classical queuing theory. By our work various ambiguities and deficiencies (also errors

Using the Probabilistic Model Checker PRISM to Analyze Credit Card Use

by Amani El Rayes, Mevliyar Er
"... Abstract: Probabilistic model checking is a recent extension of traditional model-checking techniques for the integrated analysis of both qualitative and quantitative properties of systems which exhibit stochastic behaviour. In this paper we apply probabilistic model checking to study the effect of ..."
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of credit card companies on people's lives. We use the probabilistic model checking tool PRISM as the formal framework. This approach allows us to obtain performance measures on various policies. It allows us to obtain performance measures on various policies such as changes in the interest rate

Comparing the Performance Modeling Environment MOSEL and the Probabilistic Model Checker PRISM for Modeling and Analyzing Retrial Queueing Systems

by Tamás Bérczes, Gábor Guta, Gábor Kusper, Wolfgang Schreiner, János Sztrik , 2007
"... We describe the results of analyzing the performance model of a retrial queueing system with the probabilistic model checker PRISM. The system has been previously analyzed with the help of the performance modeling environment MOSEL; we are able to accurately reproduce the results reported in literat ..."
Abstract - Cited by 2 (2 self) - Add to MetaCart
We describe the results of analyzing the performance model of a retrial queueing system with the probabilistic model checker PRISM. The system has been previously analyzed with the help of the performance modeling environment MOSEL; we are able to accurately reproduce the results reported

Analyzing a Proxy Cache Server Performance Model with the Probabilistic Model Checker PRISM

by Tamás Bérczes, Gábor Guta, Gábor Kusper, Wolfgang Schreiner, János Sztrik - PROCEEDINGS OF WWV 2009 , 2009
"... We report our experience with formulating and analyzing in the probabilistic model checker PRISM a web server performance model with proxy cache server that was previously described in the literature in terms of classical queuing theory. By our work various ambiguities and deficiencies (also errors) ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
We report our experience with formulating and analyzing in the probabilistic model checker PRISM a web server performance model with proxy cache server that was previously described in the literature in terms of classical queuing theory. By our work various ambiguities and deficiencies (also errors

Software Project M60: Simulator for the Probabilistic Model Checker PRISM,” MEng Final Year Project Dissertation

by Andrew Hinton, Supervisor Prof, Marta Kwiatkowska , 2005
"... ii PRISM is a probabilistic model checker which allows the modelling and analysis of systems that exhibit probabilistic behaviour. Such tools have been developed to allow the analysis of specifications which require performance and reliability measures, as well as correctness. The project described ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
ii PRISM is a probabilistic model checker which allows the modelling and analysis of systems that exhibit probabilistic behaviour. Such tools have been developed to allow the analysis of specifications which require performance and reliability measures, as well as correctness. The project described

PRISM: Probabilistic symbolic model checker

by Marta Kwiatkowska, Gethin Norman, David Parker , 2002
"... Abstract. In this paper we describe PRISM, a tool being developed at the University of Birmingham for the analysis of probabilistic systems. PRISM supports two probabilistic models: continuous-time Markov chains and Markov decision processes. Analysis is performed through model checking such systems ..."
Abstract - Cited by 236 (13 self) - Add to MetaCart
Abstract. In this paper we describe PRISM, a tool being developed at the University of Birmingham for the analysis of probabilistic systems. PRISM supports two probabilistic models: continuous-time Markov chains and Markov decision processes. Analysis is performed through model checking

On probabilistic model checking

by Marta Kwiatkowska, Gethin Norman, David Parker , 1996
"... Abstract. 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 DTMCs and CTMCs against specifications written in probabilistic extensions of temporal logic, including quantitative ..."
Abstract - Cited by 107 (25 self) - Add to MetaCart
quantitative properties with rewards. Example properties include the probability that a fault occurs and the expected number of faults in a given time period. We also describe the practical application of stochastic model checking with the probabilistic model checker PRISM by outlining the main features

PRISM-games: A Model Checker for Stochastic Multi-Player Games

by Taolue Chen, Vojtěch Forejt, Marta Kwiatkowska, David Parker, Aistis Simaitis
"... Abstract. We present PRISM-games, a model checker for stochastic multi-player games, which supports modelling, automated verification and strategy synthesis for probabilistic systems with competitive or cooperative behaviour. Models are described in a probabilistic extension of the Reactive Modules ..."
Abstract - Cited by 14 (7 self) - Add to MetaCart
Abstract. We present PRISM-games, a model checker for stochastic multi-player games, which supports modelling, automated verification and strategy synthesis for probabilistic systems with competitive or cooperative behaviour. Models are described in a probabilistic extension of the Reactive Modules

Variations on itai-rodeh leader election for anonymous rings and their analysis in prism

by Wan Fokkink, Jun Pang - Journal of Universal Computer Science
"... Abstract: We present two probabilistic leader election algorithms for anonymous unidirectional rings with FIFO channels, based on an algorithm from Itai and Rodeh [Itai and Rodeh 1981]. In contrast to the Itai-Rodeh algorithm, our algorithms are finite-state. So they can be analyzed using explicit s ..."
Abstract - Cited by 7 (3 self) - Add to MetaCart
state space exploration; we used the probabilistic model checker PRISM to verify, for rings up to size four, that eventually a unique leader is elected with probability one. Furthermore, we give a manual correctness proof for each algorithm.

Probabilistic model checking of complex biological pathways

by J. Heath, M. Kwiatkowska, G. Norman, D. Parker, O. Tymchyshyn , 2006
"... Abstract. Probabilistic model checking is a formal verification technique that has been successfully applied to the analysis of systems from a broad range of domains, including security and communication protocols, distributed algorithms and power management. In this paper we illustrate its applicab ..."
Abstract - Cited by 94 (18 self) - Add to MetaCart
applicability to a complex biological system: the FGF (Fibroblast Growth Factor) signalling pathway. We give a detailed description of how this case study can be modelled in the probabilistic model checker PRISM, discussing some of the issues that arise in doing so, and show how we can thus examine a rich
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