Table 8.

Throughput numbers used to compute the expected performance gains shown in Fig. 15. Raw throughput numbers to compute the ratios in this table are available in Tables 9 and 10

	$T_A/T_B$ (if throughput of A > throughput of B)
Method	Single core			AVX512			Multicore			AVX512 + multicore
A / B	Unsupervised method	Clustering-based supervised method	Linear regression method	Unsupervised method	Clustering-based supervised method	Linear regression method	Unsupervised method	Clustering-based supervised method	Linear regression method	Unsupervised method	Clustering-based supervised method	Linear regression method
z-test (Unsupervised method)	-	1.29	-	-	1.25	-	-	1.03	-	-	1.003	-
cluster (Clustering-based supervised method)	-	-	-	-	-	-	-	-	-	-	-	-
lin reg (Linear regression method)	1.38	1.79	-	1.55	1.94	-	1.44	1.49	-	1.61	1.6	-