A Comparative Analysis of NSGA-II and NSGA-III for Autoscaling Parameter Sweep Experiments in the Cloud

Table 3

Parameter setting selected for NSGA-III regarding each application and size.

Application	Size	Eval.	Pop.	Reference points		Dc		Dm	HV
Plate3D	30	18400	92	91	0.81	3.8	0.59	14.6	0.95
	100	18400	92	91	0.92	1.9	0.24	3.1	0.94
	300	18400	92	91	0.83	46.9	0.26	1.5	0.94
Cruciform	30	18400	92	91	0.90	20.7	0.45	5.2	0.81
	100	18400	92	91	0.90	56.3	0.39	7.1	0.80
	300	18400	92	91	0.98	13.3	0.24	3.1	0.80
Ensemble	60	18400	92	91	0.92	13.3	0.24	3.1	0.88
	200	18400	92	91	0.87	46.9	0.26	1.5	0.88
	600	18400	92	91	0.87	28.3	0.09	1.5	0.87