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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 19 The genetic algorithm behavior in an environment with the unpredictable 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 1 155 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>