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Adaptive fuzzy rule-based processes scheduling in distributed computing environment

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3 Author(s)
Sirichuenwichit, J. ; Intelligent Syst. Res. Lab., Assumption Univ., Thailand ; Thumthawatworn, T. ; Santiprabhob, P.

Scheduling processes onto a pool of processors requires special attention. A fuzzy rule-based approach has been proposed to deal with such a processes scheduling problem. However, in the original model, parameters need to be manually configured. This paper proposes an adaptive framework that extends the original model with a parameter adaptive module, which automatically and dynamically adjust parameters of the urgency sub-module. In addition, the dispatching controller is made a fuzzy rule-based system, which enhances the preemption decision. These added features improve the performance of the model and make it more responsive to the changes in the incoming processes mix.

Published in:

Aerospace Conference, 2004. Proceedings. 2004 IEEE  (Volume:4 )

Date of Conference:

6-13 March 2004