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Table 7 Execution time (hour) of proposed method on 5 data nodes with huge volumes of data

From: Big data fuzzy C-means algorithm based on bee colony optimization using an Apache Hbase

Size of data(GB)

Read Phase

Map Phase

Reduce Phase

Export Phase

Import Phase

Overall

200

0.6

13.49

8.58

0.2

0.1

22.97

400

1.4

21.17

13.48

0.69

0.15

36.89

600

2.7

30.05

18.49

1.1

0.23

52.57

800

4.6

36.74

25.27

1.8

0.34

68.75

1000

6.9

43.12

31.24

2.9

0.49

84.65