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In this paper, we conduct research on the large-scale database optimization algorithm under the environment of cloud computing and Internet of things. Based on cloud computing tec hnology and huge amounts of data, the database for many aspects of adjustment and optimization to improve the efficiency of the operation of the database system to the greatest extent and reduce the resource consumption of the system operation, making the response of the huge amounts of data greatly increased efficiency. The adjustment and optimization of database including multiple layers, it contains the database runtime environment optimization, the database parameter optimization and application of the optimization of three levels. The numerical analysis proves the feasibility and effectiveness of our proposed approach.

Research on the Large-scale Database Optimization Algorithm under the Environment of Cloud Computing and Internet of Things