Tarek S. Abdelrahman

Cooperative Software-hardware Acceleration of K-means on a Tightly Coupled CPU-FPGA System

2020 · ACM Transactions on Architecture and Code Optimization

We consider software-hardware acceleration of K-means clustering on the Intel Xeon+FPGA platform. We design a pipelined accelerator for K-means and combine it with CPU threads to assess performance benefits of (1) acceleration when data are …