Advances, Systems and Applications
From: Energy-efficient virtual machine placement in distributed cloud using NSGA-III algorithm
45% | Â | 100 Instances | 200 Instances | ||
---|---|---|---|---|---|
corr | ALG | ONVG | SP | ONVG | SP |
-0.756 | VEGA | 19.93 | 0.71 | 18.89 | 0.66 |
MOGA | 21.90 | 0.69 | 19.69 | 0.64 | |
SPEA | 20.41 | 0.61 | 20.26 | 0.60 | |
NSGA-II | 24.41 | 0.53 | 23.73 | 0.45 | |
NSGA-III | 31.04 | 0.30 | 31.64 | 0.27 | |
-0.382 | VEGA | 20.02 | 0.74 | 20.05 | 0.68 |
MOGA | 20.08 | 0.69 | 20.69 | 0.60 | |
SPEA | 23.15 | 0.61 | 22.44 | 0.52 | |
NSGA-II | 23.46 | 0.47 | 22.88 | 0.43 | |
NSGA-III | 33.71 | 0.21 | 31.95 | 0.16 | |
-0.059 | VEGA | 20.85 | 0.68 | 21.38 | 0.60 |
MOGA | 20.82 | 0.63 | 19.54 | 0.58 | |
SPEA | 22.56 | 0.49 | 21.17 | 0.42 | |
NSGA-II | 25.25 | 0.41 | 25.01 | 0.32 | |
NSGA-III | 35.95 | 0.25 | 36.53 | 0.18 | |
0.396 | VEGA | 17.30 | 0.70 | 16.49 | 0.66 |
MOGA | 19.14 | 0.54 | 17.96 | 0.47 | |
SPEA | 21.78 | 0.50 | 19.97 | 0.44 | |
NSGA-II | 20.86 | 0.51 | 20.82 | 0.41 | |
NSGA-III | 29.22 | 0.26 | 29.35 | 0.23 | |
0.75 | VEGA | 20.93 | 0.67 | 19.60 | 0.58 |
MOGA | 21.51 | 0.47 | 21.34 | 0.36 | |
SPEA | 20.02 | 0.46 | 20.38 | 0.39 | |
NSGA-II | 22.25 | 0.36 | 22.38 | 0.38 | |
NSGA-III | 34.76 | 0.22 | 33.70 | 0.18 |