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The primary problem to be solved for Cloud Computing is the formation of resource cloud. Cloud formation is from small to large process and dynamic complex process that can be achieved well using a self-organizing method. A new resource management method for Cloud Computing, resource self-organizing model that can form self-government resource groups in the absence of centralized management control and dynamically optimize the organizational structure of resources in accordance with resource changes, is proposed. The management protocol and the management node election algorithm for resource self-organizing model are presented. The simulation experiment to test the performance of resource self-organizing system is designed and the experiment results show that the proposed model can optimize the organizational structure of resources in dynamic system and improve the system performance.