Advances, Systems and Applications
Table 12 Factor effect rank on the job processing time output objective
From: Performance analysis model for big data applications in cloud computing
| Â | Time of system Up | Map tasks capacity | Reduce tasks capacity | Net. Rx bytes | Net. Tx bytes | CPU utilization | HD bytes read | Memory utilization | Response time |
|---|---|---|---|---|---|---|---|---|---|
Average SNR at Level 1 | 3.18205 | 4.1784165 | 5.4175370 | 3.3712 | 3.8949 | 6.57901 | 5.11036 | 2.005514 | 4.011035 |
Average SNR at Level 2 | 7.85630 | 5.8091173 | 4.8417803 | 7.5914 | 6.0116 | 3.58260 | 5.15667 | 8.253802 | 6.248281 |
Factor effect (difference) | 4.67424 | 1.6307007 | 0.5757566 | 4.2202 | 2.1166 | 2.99641 | 0.04630 | 6.248288 | 2.237245 |
Rank | 2 | 7 | 8 | 3 | 6 | 4 | 9 | 1 | 5 |