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Improving the grid resource matching performance under large-scale users and computing resources environment is an important and challenging problem. Many existing grid resource matching and scheduling algorithms need search and compare every grid computing resource node without considering characteristics of grid resource and users' behavior. At the same time, with service oriented grid development,...