Advances, Systems and Applications
Table 18 The genetic algorithm behavior in an environment with the growing workload
Iteration no. | CR | CSLA | No. of rented VMs | No. of SLA breaches | Optimal Configuration |
|---|---|---|---|---|---|
1 | 1 | 1 | 127 | 1 | < 95, 53, 0, 3, 0, 0> |
2 | 1 | 5 | 127 | 1 | < 95, 53, 0, 3, 0, 0> |
3 | 1 | 10 | 153 | 0 | < 80, 29, 0, 4, 0, 4> |
4 | 1 | 15 | 153 | 0 | < 80, 29, 0, 4, 0, 4> |
5 | 1 | 20 | 153 | 0 | < 80, 29, 0, 4, 0, 4> |
6 | 1 | 25 | 153 | 0 | < 80, 29, 0, 4, 0, 4> |
7 | 1 | 30 | 153 | 0 | < 80, 29, 0, 4, 0, 4> |
8 | 5 | 1 | 96 | 80 | < 96, 70, 4, 0, 3, 2> |
9 | 10 | 1 | 96 | 80 | < 96, 70, 4, 0, 3, 2> |
10 | 15 | 1 | 96 | 80 | < 96, 70, 4, 0, 3, 2> |
11 | 20 | 1 | 90 | 91 | < 97, 65, 4, 0, 4, 0> |
12 | 25 | 1 | 88 | 94 | < 99, 69, 4, 0, 4, 0> |
13 | 30 | 1 | 88 | 94 | < 99, 69, 4, 0, 4, 0> |