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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

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.