Model-based data engineering: preparing a paradigm shift towards self-organizing information exchange

Authors:
Andreas Tolk;Saikou Y. Diallo;Charles D. Turnitsa
Affiliations:
Old Dominion University, Norfolk, VA;Old Dominion University, Suffolk, VA;Old Dominion University, Suffolk, VA
Venue:
Proceedings of the 2007 Summer Computer Simulation Conference
Year:
2007

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Abstract

Current standards for interoperability and composability focus on mandating a common information exchange data model. The Levels of Conceptual Interoperability Model (LCIM) shows that this is not sufficient. A second challenge is that the mapping between system-internal representations to the information exchange data model is left to system developers leading to misinterpretations and ambiguous information exchange. Model-based Data Engineering (MBDE) replaces this with an engineering process. Both ideas together motivate the hypothesis that self-organizing information exchange is possible if the system interfaces and behaviors are captured in machine-understandable meta-information.