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Advances, Systems and Applications

Table 6 Results of means and variances

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

Performance measures

Test values

MapReduceJob_ProcessingTime *

9.214837

MapReduceJob_TurnAround *

9.214828

SystemHDWriteBytes_Utilization *

8.176328

SystemUpTime

7.923577

SystemLoadMapCapacity

6.613519

SystemNetworkTxBytes

6.165150

SystemNetworkRxBytes

5.930647

SystemCPU_Utilization

5.200704

SystemLoadReduceCapacity

5.163010

MapReduceJob_ResponseTime

5.129339

SystemMemory_Utilization

3.965617

SystemHDReadBytes_Utilization

0.075003

NetworkRxDropped

0.00

NetworkTxCollisions

0.00

NetworkRxErrors

0.00

NetworkTxErrors

0.00

  1. *Distinguishing features between the two classes with the highest set of values obtained after the ranking process.