Advances, Systems and Applications
Table 17 The genetic algorithm behavior in an environment with the periodic workload
Iteration no. | CR | CSLA | No. of rented VMs | No. of SLA breaches | Optimal Configuration |
|---|---|---|---|---|---|
1 | 1 | 1 | 157 | 4 | < 92, 68, 0, 3, 1, 0> |
2 | 1 | 5 | 157 | 4 | < 92, 68, 0, 3, 1, 0> |
3 | 1 | 10 | 171 | 2 | < 90, 65, 0, 4, 1, 0> |
4 | 1 | 15 | 189 | 1 | < 82, 59, 0, 4, 0, 1> |
5 | 1 | 20 | 192 | 0 | < 80, 55, 0, 4, 0, 1> |
6 | 1 | 25 | 192 | 0 | < 80, 55, 0, 4, 0, 4> |
7 | 1 | 30 | 192 | 0 | < 80, 55, 0, 4, 0, 4> |
8 | 5 | 1 | 131 | 59 | < 96, 49, 4, 0, 3, 0> |
9 | 10 | 1 | 126 | 84 | < 97, 56, 4, 0, 3, 0> |
10 | 15 | 1 | 124 | 129 | < 97, 88, 4, 0, 3, 0> |
11 | 20 | 1 | 119 | 143 | < 97, 88, 4, 0, 3, 0> |
12 | 25 | 1 | 119 | 156 | < 97, 88, 4, 0, 5, 0> |
13 | 30 | 1 | 119 | 156 | < 97, 88, 4, 0, 5, 0> |