In view of the increasing scale of data and the inefficient operation of data mining in single machine, this paper uses Hadoop platform to cluster K-means algorithm to solve such problems. Firstly, the architecture and construction of the Hadoop platform are described in detail; secondly, the K-means algorithm is analyzed; finally, the algorithm implementation is given, and the algorithm is experimentally analyzed.