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Table 7 The comparison between average actual and estimated runtime

From: Estimating runtime of a job in Hadoop MapReduce

Input data size (GB)

WordCount

Avg.Actual

runtime(s)

WordCount

estimated runtime(s)

Sort

Avg.Actual

Runtime(s)

Sort

estimated

runtime(s)

Inverted index

Avg.Actual

runtime(s)

Inverted index

estimated

runtime(s)

1

178.98

158.84

98.93

101.77

274.33

260.31

2

380.04

321

159.44

180.03

621.51

700.47

3

696.33

704.93

368.19

349.18

1310

1329.06

5

1184

1200.03

614.86

646

2849.93

3011

10

2289.07

2398.68

1327

1308.59

4830.37

4103.51

20

4865.11

4991

2502.31

2643.26

8380

8166