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Advances, Systems and Applications

Table 8 Experiment factors and levels

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

Factor number

Factor name

Level 1

Level 2

1

Time of CC system up

< 0.0

≥ 0.0

2

Load map tasks capacity

< 0.0

≥ 0.0

3

Load reduce tasks capacity

< 0.0

≥ 0.0

4

Network Rx bytes

< 0.0

≥ 0.0

5

Network Tx bytes

< 0.0

≥ 0.0

6

CPU utilization

< 0.0

≥ 0.0

7

Hard disk bytes read

< 0.0

≥ 0.0

8

Memory utilization

< 0.0

≥ 0.0

9

Response time

< 0.0

≥ 0.0