Novel Dynamic Partial Reconfiguration Implementation of K-Means Clustering on FPGAs: Comparative Results with GPPs and GPUs

Table 4

Execution result of K-means in GPP, FPGA, GPU, for multidimension data.

	GPP time per iteration (sec.) [15]	GPU time per iteration (sec.) [15]	FPGA time per iteration (sec.)
Dimensions = 4
3 clusters	0.0495	0.00623	0.0019
4 clusters	0.0652	0.00902	0.0042
Dimensions = 9
3 clusters	0.1031	0.0125	0.0019
4 clusters	0.1333	0.01589	0.0042