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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 12 Factor effect rank on the job processing time output objective

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

  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