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Advances, Systems and Applications

Table 2 Experimental results of \(\overline{{R }_{CPU}}\) = \(\overline{{R }_{RAM}}\)  = 25% for 100 and 200 VM instances

From: Energy-efficient virtual machine placement in distributed cloud using NSGA-III algorithm

25%

 

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