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In view of that it is difficult to unify the resources management and the low system security in current cloud computing, the paper designs resource management system. First, it is the definition of cloud computing, architecture description of cloud services and cloud computing; followed by a detailed analysis of ant colony algorithm which is the core task scheduling in cloud computing; finally, it is the design framework and core code of resource management system based on cloud computing. This paper has a positive effect for big data staff and cloud computing researchers.