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Advances, Systems and Applications

Table 13 Optimum levels for factors of the processing time output

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

Factor number

Performance measure

Optimum level

1

Time of CC System Up

≥ 0 (L2)

2

Load map tasks capacity

≥ 0 (L2)

3

Load reduce tasks capacity

< 0 (L1)

4

Network Rx bytes

≥ 0 (L2)

5

Network Tx bytes

≥ 0 (L2)

6

CPU utilization

< 0 (L1)

7

Hard disk bytes read

≥ 0 (L2)

8

Memory utilization

≥ 0 (L2)

9

Response time

≥ 0 (L2)