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Uncovering DEVS simulation behaviour throughout the open provenance model

Published: 11 April 2010 Publication History

Abstract

DEVS models are getting to be more and more sophisticated due to large scale objectives such as modeling complex physical continuous systems. The assurance of the validity and quality of simulation data handling and analysis may lead to a great challenge. Thus, a need of providing insight of DEVS simulation performance can arise. In particular, information about simulation processes workflow and internal data values and management. Provenance-aware systems are designed to satisfy those needs by documenting processes and casual dependencies. Provenance is a critical concept in scientific workflows, since it allows scientists to understand the origin of their results, to repeat their experiments, and to validate the processes that were used to derive data products. Recently, the provenance community agreed that a "Provenance Challenge" should be set to compare and understand existing approaches and updated the Open Provenance Model (OPM). We introduce provenance documentation technology to uncover DEVS models behaviours during a simulation. In addition, we apply the OPM formalization due to interoperability reasons and provide support to the Third Provenance Challenge.

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Cited By

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  • (2017)A study of discrete event simulation project data and provenance information management in an automotive manufacturing plantProceedings of the 2017 Winter Simulation Conference10.5555/3242181.3242531(1-12)Online publication date: 3-Dec-2017

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cover image ACM Other conferences
SpringSim '10: Proceedings of the 2010 Spring Simulation Multiconference
April 2010
1726 pages
ISBN:9781450300698

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  • SCS: Society for Modeling and Simulation International

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Society for Computer Simulation International

San Diego, CA, United States

Publication History

Published: 11 April 2010

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Author Tags

  1. DEVS
  2. OPM
  3. discrete event simulation
  4. interoperability
  5. provenance-aware systems

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  • Research-article

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  • Spanish Ministry of Education and Science

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SpringSim '10
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  • SCS
SpringSim '10: 2010 Spring Simulation Conference
April 11 - 15, 2010
Florida, Orlando

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  • (2017)A study of discrete event simulation project data and provenance information management in an automotive manufacturing plantProceedings of the 2017 Winter Simulation Conference10.5555/3242181.3242531(1-12)Online publication date: 3-Dec-2017

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