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Advances, Systems and Applications

Table 7 Average MAPE of solutions based on 10 simulations

From: Generic SDE and GA-based workload modeling for cloud systems

Dataset

GA-Hull White

Hull-White Model 1

Hull-White Model 2

Hull-White Model 3

Hull-White Model 4

SVR

SVR-Kalman

Num samples

IMS 1

6.668

12.734

15.728

12.352

14.641

14.30

10.72

724

IMS 2

9.300

21.903

27.345

21.736

26.196

26.02

16.66

448

Google

7.275

18.454

20.715

17.713

21.105

19.19

5.82

138

BitBrains

3.7024

7.378

8.197

7.472

7.737

6.78

1.31

351

ThrpIMS

63.864

650.605

70.031

62.016

72.416

165.70

0.68

550