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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 9 Matrix of experiments

From: Performance analysis model for big data applications in cloud computing

Experiment Time of system up Map tasks capacity Reduce tasks capacity Network Rx bytes Network Tx bytes CPU utiliza-tion HD bytes read Memory utilization Response time
1 < 0 < 0 < 0 < 0 < 0 < 0 < 0 < 0 < 0
2 < 0 < 0 < 0 < 0 < 0 ≥ 0 ≥0 ≥ 0 ≥ 0
3 < 0 < 0 ≥ 0 ≥ 0 ≥ 0 < 0 < 0 < 0 ≥ 0
4 < 0 ≥ 0 < 0 ≥ 0 ≥ 0 < 0 ≥ 0 ≥ 0 < 0
5 < 0 ≥ 0 ≥ 0 < 0 ≥ 0 ≥ 0 < 0 ≥ 0 < 0
6 < 0 ≥ 0 ≥ 0 < 0 ≥ 0 ≥ 0 < 0 ≥ 0 < 0
7 < 0 ≥ 0 ≥ 0 ≥ 0 < 0 ≥ 0 ≥ 0 < 0 ≥ 0
8 ≥ 0 < 0 ≥ 0 < 0 ≥ 0 ≥ 0 ≥ 0 < 0 < 0
9 ≥ 0 < 0 < 0 ≥ 0 ≥ 0 ≥ 0 < 0 ≥ 0 ≥ 0
10 ≥ 0 ≥ 0 ≥ 0 < 0 < 0 < 0 < 0 ≥ 0 ≥ 0
11 ≥ 0 ≥ 0 < 0 ≥ 0 < 0 ≥ 0 < 0 < 0 < 0
12 ≥ 0 ≥ 0 < 0 < 0 ≥ 0 < 0 ≥ 0 < 0 ≥ 0