Fengguang Song

Designing a Synchronization-reducing Clustering Method on Manycores

2017

The k-means clustering method is one of the most widely used techniques in big data analytics. In this paper, we explore the ideas of software blocking, asynchronous local optimizations, and heuristics of simulated annealing to …