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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 17 The genetic algorithm behavior in an environment with the periodic workload

From: Using genetic algorithms to find optimal solution in a search space for a cloud predictive cost-driven decision maker

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>