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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