Advances, Systems and Applications
Table 19 The genetic algorithm behavior in an environment with the unpredictable workload
Iteration no. | CR | CSLA | No. of rented VMs | No. of SLA breaches | Optimal Configuration |
|---|---|---|---|---|---|
1 | 1 | 1 | 155 | 2 | < 96, 66, 0, 2, 2, 4> |
2 | 1 | 5 | 155 | 2 | < 96, 66, 0, 2, 2, 4> |
3 | 1 | 10 | 153 | 1 | < 96, 57, 0, 2, 0, 4> |
4 | 1 | 15 | 158 | 0 | < 92, 47, 0, 3, 0, 4> |
5 | 1 | 20 | 158 | 0 | < 92, 47, 0, 3, 0, 4> |
6 | 1 | 25 | 158 | 0 | < 92, 47, 0, 3, 0, 4> |
7 | 1 | 30 | 158 | 0 | < 92, 47, 0, 4, 0, 4> |
8 | 5 | 1 | 121 | 106 | < 97, 73, 4, 0, 4, 1> |
9 | 10 | 1 | 112 | 128 | < 97, 79, 4, 0, 4, 1> |
10 | 15 | 1 | 105 | 188 | < 97, 90, 4, 0, 3, 1> |
11 | 20 | 1 | 96 | 201 | < 99, 90, 4, 0, 3, 1> |
12 | 25 | 1 | 96 | 201 | < 99, 90, 4, 0, 3, 1> |
13 | 30 | 1 | 96 | 201 | < 99, 90, 4, 0, 3, 1> |