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Advances, Systems and Applications

Table 7 Comparison of VM types with existing and proposed method

From: Virtual machine placement in energy aware load balancer using fog classifier

VMTypes

Data Center

No. of Host

Virtualized Load Balancer

Decision Tree Index

Fog Classifier

Accuracy

(%)

No. of Shutdown

Accuracy

(%)

No. of Shutdown

Accuracy

(%)

No. of Shutdown

Small_VM

DC1

100

81

65

85

89

94

122

DC2

200

82

67

86

67

94

145

DC3

500

80

63

83

68

95

134

DC4

1000

78

45

84

78

95

156

Medium_VM

DC1

100

79

56

83

87

94

123

DC2

200

76

57

87

76

96

144

DC3

500

76

58

85

85

93

167

DC4

1000

79

67

87

67

95

178

Large_VM

DC1

100

81

54

88

89

94

125

DC2

200

83

56

84

76

94

165

DC3

500

82

43

85

79

96

178

DC4

1000

81

67

85

87

95

165

X-Large_VM

DC1

100

79

57

86

88

95

112

DC2

200

75

78

88

83

96

143

DC3

500

76

76

85

87

94

154

DC4

1000

79

72

87

87

95

167