DM-based reliability management for manufacturing grid
Rui Li, Tao Yu, Minglun Fang · 2005
MG (manufacturing grid) is the grid application in manufacturing. In order to manage the dispersed and heterogeneous resources, the reliability management solution for MG is proposed. The reliability of MG is the fundamental assurance for MG to provide effective services to users. The framework of the MGRM (reliability management for MG) was constructed which perform the reliability management for the resources in the MG. To improve the effective of the reliability management, the DM (data mining) technologies was adopted in data analyzing. We developed a data analysis system that is applicable to real-time data analyzing by improved the data mining on the critical processes. This paper illuminated the framework of the integrated management for MG system reliability based on data mining, and discussed the development of integrated and intelligent management of MG system. The given application instance illustrated the application of DM in the data analysis of MGRM.