Skip to main content

The serializability problem in a parallel rule-based system: A solution by distributed coordination

  • Distributed AI
  • Conference paper
  • First Online:
Advanced Topics in Artificial Intelligence (AI 1997)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1342))

Included in the following conference series:

  • 133 Accesses

Abstract

In this paper, we focus on the control problems related to the evaluation of a parallel rule-based systems (RBS), especially on the serializability and rules execution order issues. We express these problems in terms of a coordination problem between certain agents for a common decision-making, and for which we suggest a totally distributed solution using a focal points algorithm [4].

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. M. A. Abtroun, “Etude des Problèmes de Contrôle dans les Systèmes à Base de Règles Parallèles”, mémoire de DEA, INSA-UCB Lyon, 1995.

    Google Scholar 

  2. E. Bonnabeau, G. Theraulaz, J-L Deneubourg, S. Aron, S. Camazine, “Self-Organization and Alternative Models in Social Insects”, published in Trends in Ecology & Evolution, 1995.

    Google Scholar 

  3. J. Bonneville, S. Hassas, “Towards a Self-Organizational Approach for a Parallel Computation in a Distributed Production Rule Based System”, in Spring Symposium on Adaptation, Co-evolution and Learning in Multi-agent Systems, Stanford University, CA, 1996.

    Google Scholar 

  4. M. Fenster, S. Kraus, J. Rosenschein, “Coordination without Communication: Experimental Validation of Focal Point Techniques”, First International Conference on Multiagent Systems, pp 102–108, California, USA, June 1995.

    Google Scholar 

  5. T. Ishida, S. Stolfo, “Towards the Parallel Execution of Rules in Production System Programs”, in Proceedings of the International Conference on Parallel Processing, 1985.

    Google Scholar 

  6. T. Ishida, “Parallel Distributed and Multi-Agent Production Systems”, in Proceedings of the International Conference on Multi-Agent Systems, San Francisco, 1995.

    Google Scholar 

  7. M. Mataric, “Interaction and Intelligent Behaviour”, submitted to the Department of Electrical Engineering and Computer Science of the requirements for the degree of Doctor of Philosophy, M.I.T., 1994.

    Google Scholar 

  8. D. Neiman, “Design and Control of Parallel Rule-Firing Production Systems”, Ph.D thesis, Computer and Information Sciences Department, University of Massachusetts, Amherst, MA, 1992.

    Google Scholar 

  9. J. Schmolze, S. Goel, “A Parallel Asynchronous Distributed Production System”, in Proceedings of the Eighth National Conference on Artificial Intelligence (AAAI-90), Boston, MA, July 1990.

    Google Scholar 

  10. J. Schmolze, “Guaranteeing Serializability in Parallel Production Systems”, Parallel Processing for Artificial Intelligence, L. Kanal, V. Kumar, H. Kitano and C. Suttner, editors, Elsevier Science Publishers, 1993.

    Google Scholar 

  11. S. Stolfo, O. Wolfson, P.Chan, H. Dewan, L.Woodbury, J. Glasier, D. Ohsie, “PARULEL: Parallel Rule Processing Using Meta-rules for Redaction”, Journal of Parallel and Distributed Computing, 13(4): 366–382, 1991.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Abdul Sattar

Rights and permissions

Reprints and permissions

Copyright information

© 1997 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Abtroun, M.A., Hassas, S. (1997). The serializability problem in a parallel rule-based system: A solution by distributed coordination. In: Sattar, A. (eds) Advanced Topics in Artificial Intelligence. AI 1997. Lecture Notes in Computer Science, vol 1342. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-63797-4_63

Download citation

  • DOI: https://doi.org/10.1007/3-540-63797-4_63

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-63797-4

  • Online ISBN: 978-3-540-69649-0

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics