Table 6 Evaluation of availability of VMs for FTTHDRL.

From: Fault tolerant trust based task scheduler using Harris Hawks optimization and deep reinforcement learning in multi cloud environment

Tasks

RATS-HM

MOABCQ

AINN-BPSO

FTTHDRL

100(U01)

62.13

66.74

69.37

87.28

500(U01)

72.24

65.88

71.91

84.87

1000(U01)

79.18

70.19

68.54

86.28

100(N02)

66.53

69.27

70.18

84.35

500(N02)

70.68

57.51

62.38

87.36

1000(N02)

62.38

59.48

61.35

89.67

100(L03)

79.48

56.38

62.12

86.37

500(L03)

68.01

64.26

71.08

90.14

1000(L03)

71.91

75.48

63.28

94.18

100(R04)

69.42

75.17

79.35

83.72

500(R04)

70.17

78.43

67.86

92.74

1000(R04)

74.51

70.24

75.74

90.18

100(H05)

54.87

57.25

59.19

79.27

500(H05)

68.04

63.27

66.76

85.42

1000(H05)

71.77

69.31

62.18

92.10

100(NA06)

44.86

57.19

65.86

89.63

500(NA06)

58.76

65.77

74.27

92.63

1000(NA06)

68.17

62.07

71.44

95.12