Regarding problems such as low query efficiency of resident health records on existing regional and community platforms, long user waiting time and difficulty in system storage, the paper proposes the construction of Hadoop cloud environment testing platform, introduces the architecture and functional modules of the cloud platform-based resident health records platform, realizes quick data query and solves the problem of storing mass data in resident health records.