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Advances, Systems and Applications

Table 4 Experimental results of \(\overline{{R }_{CPU}}\) = \(\overline{{R }_{RAM}}\)  = 45% for 100 and 200 VM instances

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

45%

 

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