Table 8 Comparison of existing methods with proposed system—accuracy and energy constraints.

From: Efficient energy consumption in hybrid cloud environment using adaptive backtracking virtual machine consolidation

Methods

CPU utilization (%)

Turn around time (ms)

Energy efficiency (index)

Decision tree

75

0.45

0.91

Support vector

73

0.53

0.78

K-Means

81

0.72

0.81

TensorFlow graph

85

0.48

0.45

Proposed method adaptive backtracking

96

0.31

0.20

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