With the development of the cloud computing, more and more enterprises migrate their application systems to the cloud computing environment, these systems need multiple data resource collaborative work, and integrate existing heterogeneous data storage system. This paper aiming at the massive data processing, proposes a kind of heterogeneous data resource management model. This model implement massive resources storage, massive storage network’ generation, update and balance of workload, proposes the security management and monitoring methods. The model proposed by this paper gives a novel solution to the heterogeneous data resource management and application in the cloud.