Agent-Grid Integration Ontology

  • Frederic Duvert
  • Clement Jonquet
  • Pascal Dugenie
  • Stefano A. Cerri
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4277)


The integration of GRID and MAS (Multi-Agents Systems) is an active research topic. We have recently proposed the Agent-Grid Integration Language, to describe a service-based integration of GRID and MAS models. However, the complexity of the mutual integration aspects leads us to define a rigorous way to formalize the key concepts, their relations and the integration rules by means of an ontology. With this ontology, we can describe the elements and their composition that occur in various service exchange scenarios with agent on the Grid. The ontology could be used both to model the behaviour of GRID-MAS integrated systems and to check the consistency of these systems and their instances. A concrete scenario is illustrated.


Multiagent System Grid Service Integration Rule Conversation Context Cognitive Environment 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. 1.
    Foster, I., Jennings, N.R., Kesselman, C.: Brain meets brawn: why Grid and agents need each other. In: Kudenko, D., Kazakov, D., Alonso, E. (eds.) AAMAS 2004. LNCS (LNAI), vol. 3394, pp. 8–15. Springer, Heidelberg (2005)Google Scholar
  2. 2.
    Jonquet, C., Dugenie, P., Cerri, S.A.: Service-based integration of Grid and multi-agent systems models. Research report 06012, University Montpellier II, France (2006),
  3. 3.
    Jonquet, C., Dugenie, P., Cerri, S.A.: AGIL specifications. Research report 06030, University Montpellier II, France (2006),
  4. 4.
    Singh, M.P., Huhns, M.N.: Service-Oriented Computing, Semantics, processes, agents. John Wiley & Sons, Chichester (2005)Google Scholar
  5. 5.
    Foster, I., Kesselman, C., Nick, J., Tuecke, S.: The physiology of the Grid: an Open Grid Services Architecture for distributed systems integration. In: Open Grid Service Infrastructure WG, Global Grid Forum, The Globus Alliance (2002)Google Scholar
  6. 6.
    Jonquet, C., Cerri, S.A.: The STROBE model: Dynamic Service Generation on the Grid. Applied Artificial Intelligence, Special issue on Learning Grid Services 19(9-10), 967–1013 (2005)Google Scholar
  7. 7.
    Ferber, J., Gutknecht, O., Michel, F.: From agents to organizations: an organizational view of multi-agent systems. In: Giorgini, P., Müller, J.P., Odell, J.J. (eds.) AOSE 2003. LNCS, vol. 2935, pp. 214–230. Springer, Heidelberg (2004)CrossRefGoogle Scholar
  8. 8.
    Ferber, J.: Multi-agent systems: an introduction to distributed artificial intelligence. Addison Wesley Longman, Harlow (1999)Google Scholar
  9. 9.
    Wooldridge, M.: An introduction to multiagent systems. John Wiley & Sons, Chichester (2002)Google Scholar
  10. 10.
    Comito, C., Talia, D., Trunfio, P.: Grid services: principles, implementations and use. Web and Grid Services 1(1), 48–68 (2005)CrossRefGoogle Scholar
  11. 11.
    Gruber, T.R.: A translation approach to portable ontologies. Knowledge Acquisition 5(2), 199–220 (1993)CrossRefGoogle Scholar
  12. 12.
    OWL Web Ontology Language use cases and requirements. W3c recommendation, World Wide Web Consortium (2004)Google Scholar
  13. 13.
    O’Connor, M., Knublauch, H., Tu, S.W., Grosof, B.N., Dean, M., Grosso, W.E., Musen, M.A.: Supporting Rule System Interoperability on the Semantic Web with SWRL. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, vol. 3729, pp. 974–986. Springer, Heidelberg (2005)CrossRefGoogle Scholar
  14. 14.
    Cannataro, M., Talia, D.: The Knowledge Grid. Communications of the ACM 46(1), 89–93 (2003)CrossRefGoogle Scholar
  15. 15.
    Manola, F., Thompson, C.: Characterizing the agent Grid. Technical report 990623, Object Services and Consulting, Inc. (1999)Google Scholar
  16. 16.
    Rana, O.F., Moreau, L.: Issues in building agent based computational Grids. In: UKMAS 2000. 3rd Workshop of the UK Special Interest Group on Multi-Agent Systems, Oxford, UK (2000)Google Scholar
  17. 17.
    Roure, D.D., Jennings, N., Shadbolt, N.: Research agenda for the Semantic Grid: a future e-science infrastructure. Technical report, University of Southampton, UK, Report commissioned for EPSRC/DTI Core e-Science Programme (2001)Google Scholar
  18. 18.
    Martino, B.D., Rana, O.F.: Grid performance and resource management using mobile agents. In: Getov, V., Gerndt, M., Hoisie, A., Malony, A., Miller, B. (eds.) Performance Analysis and Grid Computing, pp. 251–263. Kluwer Academic Publishers, Dordrecht (2003)Google Scholar
  19. 19.
    Cao, J., Spooner, D.P., Jarvis, S.A., Nudd, G.R.: Grid load balancing using intelligent agents. Future Generation Computer Systems 21(1), 135–149 (2005)CrossRefGoogle Scholar
  20. 20.
    Patel, J., Teacy, W.T.L., Jennings, N.R., Luck, M., Chalmers, S., Oren, N., Norman, T.J., Preece, A., Gray, P.M.D., Shercliff, G., Stockreisser, P.J., Shao, J., Gray, W.A., Fiddian, N.J., Thompson, S.: Agent-based virtual organisations for the Grid. Multiagent and Grid Systems 1(4), 237–249 (2005)zbMATHGoogle Scholar
  21. 21.
    Buhler, P.A., Vidal, J.M., Verhagen, H.: Adaptive workflow = Web services + agents. In: ICWS 2003. International Conference on Web Services, pp. 131–137. CSREA Press, Las Vegas (2003)Google Scholar
  22. 22.
    Ardissono, L., Goy, A., Petrone, G.: Enabling conversations with Web services. In: AAMAS 2003. 2nd International Joint Conference on Autonomous Agents and Multi-Agent Systems, Melbourne, Australia, pp. 819–826. ACM Press, New York (2003)CrossRefGoogle Scholar
  23. 23.
    Greenwood, D., Calisti, M.: Engineering Web service - agent integration. In: IEEE Systems, Cybernetics and Man Conference, The Hague, Netherlands, IEEE Computer Society Press, Los Alamitos (2004)Google Scholar
  24. 24.
    Duvert, F.: An ontology of Grid and Multi-agent systems integration. Master’s thesis, University Montpellier 2, Montpellier, France (2006)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Frederic Duvert
    • 1
  • Clement Jonquet
    • 1
  • Pascal Dugenie
    • 1
  • Stefano A. Cerri
    • 1
  1. 1.LIRMM, CNRS & University Montpellier 2Montpellier Cedex 5France

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