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A simulation algorithm for dynamic structure DEVS modeling

Published: 03 December 2006 Publication History

Abstract

Real-Time System (RTS) correctness and timeliness are critical. Modeling and Simulation techniques have been widely used for testing particular conditions on these systems. Recently, the DEVS formalism has been successfully used as a framework for RTS validation. Nevertheless, we need to address dynamic adaptation to dynamic changes in the environment. Dynamic Structure DEVS focuses on the possibility to change system structure dynamically according to the system real requirements, which is useful for RTS (in which sometimes it is impossible to interfere with the running of the system, and auto-adaptation is needed). We present a new algorithm derived from the DSDE and the dynDEVS formalisms. We use the DSDE formal specifications, and parts of the dynDEVS simulation algorithms.

References

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Barros, F. J. 1995. Dynamic Structure Discrete Event System Specifications: A New Formalism for Dynamic Structure Modeling and Simulation. Proceedings of the 1995 Winter Simulation Conference. pp.781--785. Arlington, USA.
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Barros, F. J. 1998. Abstract Simulators for the DSDE Formalism. Proceedings of the 1998 Winter Simulation Conference. pp.407--412. Washington DC, USA.
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Barros, F. J. 1997. Modelling Formalisms for Dynamic Structure Systems. ACM Transactions on Modeling and Computer Simulation. Vol. 7, No. 4, pp. 501--515.
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Cho, S., and T. G. Kim. 2001. Real Time Simulation Framework for RT-DEVS Models. Transactions of the Society for Computer Simulation International. Vol. 18, No. 4, pp. 203--215.
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Cho, Y. K., B. P. Zeigler, H. J. Cho, H. S. Sarjoughian, and S. Sen. 2000. Design Considerations for Distributed Real-Time DEVS. AIS 2000. Tucson, USA.
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Chow, A. C., and B. P. Zeigler. 1994. Revised DEVS: A Parallel, Hierarchical, Modular Modeling Formalism. Proceedings of the SCS Winter Simulation Conference.
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Glinsky, E., and G. Wainer. 2004a. Modeling and Simulation of Systems with Hardware-in-the-loop. Proceedings of the 2004 Winter Simulation Conference. Washington DC, USA.
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Glinsky, E., and G. Wainer. 2004b. Model-Based Development of Embedded Systems with RT-CD++. Proceedings of the WIP session, IEEE Real-Time and Embedded Technology and Applications Symposium. Toronto, Canada.
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Hong, J., H. Song, T. G. Kim, and K. H. Park. 1997. A Real-time Discrete Event System Specification Formalism for Seamless Real-time Software Development. Discrete Event Dynamic systems: Theory and Applications, Vol. 7, No. 4, pp. 355--375.
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Kim, T. G., S. M. Cho, and W. B. Lee. 2001. DEVS Framework for Systems Development. Discrete Event Modeling & Simulation: Enabling Future Technologies. Springer-Verlag.
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Uhrmacher, A. M. 2001. Dynamic Structure in Modeling and Simulation: A Reflective Approach. ACM Transactions on Modeling and Computer Simulation. Vol. 11, No. 2, pp. 206--232.
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Uhrmacher, A. M., and J. Himmeelspach. 2004. Processing dynamic PDEVS models. Proceedings of the IEEE Computer Society's 12th Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems (MASCOTS'04). Volenlam, Netherlands.
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Wainer, G., E. Glinsky, and P. Macsween. 2005. Model-Driven Architecture of Real-Time Systems. Modeldriven Software Development - Volume II of Research and Practice in Software Engineering. S. Beydeda and V. Gruhn eds., Springer-Verlag.
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Zeigler, B. P., T. Kim, and H. Praehofer. 2000. Theory of Modeling and Simulation: Integrating Discrete Event and Continuous Complex Dynamic Systems. Academic Press.

Cited By

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  • (2017)Routing structure over discrete event system specificationProceedings of the 2017 Winter Simulation Conference10.5555/3242181.3242240(1-12)Online publication date: 3-Dec-2017
  • (2009)Dynamic variable structure modelling and simulation of the Claude Levi-Strauss's mythical thought morphodynamicsProceedings of the 2009 Spring Simulation Multiconference10.5555/1639809.1655374(1-8)Online publication date: 22-Mar-2009
  • (2008)Definition of dynamic DEVS modelsProceedings of the 2008 Spring simulation multiconference10.5555/1400549.1400698(1-4)Online publication date: 14-Apr-2008

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Published In

cover image ACM Conferences
WSC '06: Proceedings of the 38th conference on Winter simulation
December 2006
2429 pages
ISBN:1424405017

Sponsors

  • IIE: Institute of Industrial Engineers
  • ASA: American Statistical Association
  • IEICE ESS: Institute of Electronics, Information and Communication Engineers, Engineering Sciences Society
  • IEEE-CS\DATC: The IEEE Computer Society
  • SIGSIM: ACM Special Interest Group on Simulation and Modeling
  • NIST: National Institute of Standards and Technology
  • (SCS): The Society for Modeling and Simulation International
  • INFORMS-CS: Institute for Operations Research and the Management Sciences-College on Simulation

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Winter Simulation Conference

Publication History

Published: 03 December 2006

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WSC06
Sponsor:
  • IIE
  • ASA
  • IEICE ESS
  • IEEE-CS\DATC
  • SIGSIM
  • NIST
  • (SCS)
  • INFORMS-CS
WSC06: Winter Simulation Conference 2006
December 3 - 6, 2006
California, Monterey

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WSC '06 Paper Acceptance Rate 177 of 252 submissions, 70%;
Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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Cited By

View all
  • (2017)Routing structure over discrete event system specificationProceedings of the 2017 Winter Simulation Conference10.5555/3242181.3242240(1-12)Online publication date: 3-Dec-2017
  • (2009)Dynamic variable structure modelling and simulation of the Claude Levi-Strauss's mythical thought morphodynamicsProceedings of the 2009 Spring Simulation Multiconference10.5555/1639809.1655374(1-8)Online publication date: 22-Mar-2009
  • (2008)Definition of dynamic DEVS modelsProceedings of the 2008 Spring simulation multiconference10.5555/1400549.1400698(1-4)Online publication date: 14-Apr-2008

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