High-performance K-means Implementation based on a Simplified Map-Reduce Architecture

Zhehao Li, Jifang Jin, Lingli Wang

The k-means algorithm is one of the most common clustering algorithms and widely used in data mining and pattern recognition. The increasing computational requirement of big data a…