Advances, Systems and Applications
From: Energy-efficient virtual machine placement in distributed cloud using NSGA-III algorithm
25% | Â | 100 Instances | 200 Instances | ||
---|---|---|---|---|---|
Corr | ALG | ONVG | SP | ONVG | SP |
-0.753 | VEGA | 15.26 | 0.70 | 14.78 | 0.67 |
MOGA | 17.34 | 0.69 | 15.37 | 0.67 | |
SPEA | 16.73 | 0.65 | 16.49 | 0.56 | |
NSGA-II | 20.74 | 0.55 | 18.96 | 0.46 | |
NSGA-III | 28.51 | 0.28 | 26.56 | 0.22 | |
-0.362 | VEGA | 17.07 | 0.79 | 15.49 | 0.77 |
MOGA | 16.17 | 0.66 | 16.80 | 0.63 | |
SPEA | 17.84 | 0.60 | 17.60 | 0.52 | |
NSGA-II | 18.99 | 0.57 | 19.64 | 0.46 | |
NSGA-III | 30.38 | 0.25 | 30.43 | 0.24 | |
-0.054 | VEGA | 17.66 | 0.70 | 15.71 | 0.69 |
MOGA | 15.94 | 0.60 | 16.43 | 0.56 | |
SPEA | 16.81 | 0.59 | 17.37 | 0.50 | |
NSGA-II | 22.66 | 0.48 | 20.78 | 0.44 | |
NSGA-III | 30.67 | 0.22 | 30.95 | 0.24 | |
0.37 | VEGA | 14.71 | 0.68 | 14.77 | 0.60 |
MOGA | 16.45 | 0.53 | 16.17 | 0.49 | |
SPEA | 16.07 | 0.55 | 15.90 | 0.46 | |
NSGA-II | 18.15 | 0.49 | 18.63 | 0.40 | |
NSGA-III | 26.45 | 0.27 | 26.46 | 0.22 | |
0.752 | VEGA | 19.20 | 0.62 | 18.17 | 0.58 |
MOGA | 19.86 | 0.50 | 18.87 | 0.41 | |
SPEA | 19.35 | 0.47 | 19.05 | 0.38 | |
NSGA-II | 22.50 | 0.46 | 21.19 | 0.38 | |
NSGA-III | 33.44 | 0.26 | 32.53 | 0.20 |