Developing federation object models using ontologies

  • Authors:
  • Tarun Rathnam;Christiaan J. J. Paredis

  • Affiliations:
  • Georgia Institute of Technology, Atlanta, GA;Georgia Institute of Technology, Atlanta, GA

  • Venue:
  • WSC '04 Proceedings of the 36th conference on Winter simulation
  • Year:
  • 2004

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Abstract

The reuse of existing simulations in multiple federations is an important goal of distributed simulation frameworks. However, in order to reuse a federate, its simulation code often has to be modified so as to comply with the object and interaction representations defined in a corresponding Federation Object Model (FOM). Such modifications imply added time and effort, which diminishes the efficacy of reuse in federation development. In this paper, we present an ontology-based framework for modeling federates and supporting their reuse in multiple federations. Ontologies are used to specify the semantics of objects and interactions in federate domains in a formal, computer-sensible fashion. Using these formal semantics the relationships between federate simulation concepts are described in a reusable fashion. In doing so, a suitable federation representation for a set of related federate concepts and the required set of transformations between federate and federation representations are automatically derived.