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    Chapter and Conference Paper

    Transient Analysis of Networks of Stochastic Timed Automata Using Stochastic State Classes

    Stochastic Timed Automata (STA) associate logical locations with continuous, generally distributed sojourn times. In this paper, we introduce Networks of Stochastic Timed Automata (NSTA), where the components ...

    Paolo Ballarini, Nathalie Bertrand, András Horváth in Quantitative Evaluation of Systems (2013)

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    Chapter and Conference Paper

    Analysis of Timed Properties Using the Jump-Diffusion Approximation

    Density dependent Markov chains (DDMCs) describe the interaction of groups of identical objects. In case of large numbers of objects a DDMC can be approximated efficiently by means of either a set of ordinary ...

    Paolo Ballarini, Marco Beccuti, Enrico Bibbona in Computer Performance Engineering (2017)

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    Book and Conference Proceedings

    Computer Performance Engineering

    15th European Workshop, EPEW 2018, Paris, France, October 29-30, 2018, Proceedings

    Rena Bakhshi, Paolo Ballarini in Lecture Notes in Computer Science (2018)

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    Book and Conference Proceedings

    Performance Engineering and Stochastic Modeling

    17th European Workshop, EPEW 2021, and 26th International Conference, ASMTA 2021, Virtual Event, December 9–10 and December 13–14, 2021, Proceedings

    Paolo Ballarini, Hind Castel in Lecture Notes in Computer Science (2021)

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    Chapter and Conference Paper

    Performance Analysis of Production Lines Through Statistical Model Checking

    Design and maintenance of reliable manufacturing systems calls for the development of formal models that allow for performance analysis. We consider the class of manufacturing systems such that the production ...

    Paolo Ballarini, András Horváth in Performance Engineering and Stochastic Modeling (2021)