Advances, Systems and Applications
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 |