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Based on cloud computing technology and big data technology, combined with network measurement technology and web cloud application service construction technology, the design method of gear cloud measurement terminal system is proposed, which is constructed by micro service architecture Service library, using lightweight data exchange format JSON (JavaScript Object Notice) flexibly defines the gear data structure, builds a small private cloud platform, analyzes and regularizes the data collected by the cloud platform through the user-defined functions in the data warehouse, realizes the standardized processing of gear measurement data, and studies the dynamic integration of gear cloud measurement system data. Finally, through the system development test, the validity and feasibility of the method in the measurement system data sharing, system service technology architecture unification and application agile development deployment are verified.