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Measuring Performance of Continuous-Time Stochastic Processes using Timed Automata

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F11%3A00049786" target="_blank" >RIV/00216224:14330/11:00049786 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Measuring Performance of Continuous-Time Stochastic Processes using Timed Automata

  • Original language description

    We propose deterministic timed automata (DTA) as a model-independent language for specifying performance and dependability measures over continuous-time stochastic processes. Technically, these measures are dened as limit frequencies of locations (control states) of a DTA that observes computations of a given stochastic process. Then, we study the properties of DTA measures over semi-Markov processes in greater detail. We show that DTA measures over semi-Markov processes are well-defined with probability one, and there are only finitely many values that can be assumed by these measures with positive probability. We also give an algorithm which approximates these values and the associated probabilities up to an arbitrarily small given precision. Thus, we obtain a general and effective framework for analysing DTA measures over semi-Markov processes.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

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

    HSCC 11: Proceedings of the 14th International Conference on Hybrid Systems: Computation and Control

  • ISBN

    978-1-4503-0629-4

  • ISSN

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

    33-42

  • Publisher name

    ACM

  • Place of publication

    New York

  • Event location

    Chicago, IL, USA

  • Event date

    Apr 12, 2011

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000290062600005