The optimal allocation model of computing resources in cloud manufacturing system | IEEE Conference Publication | IEEE Xplore

The optimal allocation model of computing resources in cloud manufacturing system


Abstract:

Recently, a new advanced service-oriented networked manufacturing model: Cloud Manufacturing (CMfg) has been proposed. The optimal allocation of computing resources (OACR...Show More

Abstract:

Recently, a new advanced service-oriented networked manufacturing model: Cloud Manufacturing (CMfg) has been proposed. The optimal allocation of computing resources (OACR) for the whole life-circle of manufacturing is an important part of CMfg. In order to implement optimal allocation, A new model for the computing resources and manufacturing tasks in CMfg is presented in this study, in which both the computation and communication factors are considered, and the formalized description on their dynamic process is given out. Primary constraints were introduced and the optimal objective of the model was proposed. Then the standard genetic algorithm (GA) was introduced to OACR. Experiments illustrated the effect of the constraints on the model and the application of GA on this problem.
Date of Conference: 26-28 July 2011
Date Added to IEEE Xplore: 19 September 2011
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Conference Location: Shanghai, China

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