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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 18 The genetic algorithm behavior in an environment with the growing 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 1 127 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>