Optimized Implementation of K_means Clustering Algorithm on Reconfigurable System

Clustering analysis has a very broad application prospects for all walks of life in the era of big data and cloud computing, and there are increasingly high requirements for the optimization and implementation of clustering algorithm. In this paper, we implement a K-means optimization algorithm of clustering algorithm under the background of reconfigurable system application, and provide an effective hardware acceleration solution for machine learning algorithm of large data.