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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 7 Relief algorithm results

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

Performance measure Quality score (W)
MapReduceJob_ProcessingTime * 0.74903
MapReduceJob_TurnAround * 0.74802
SystemHDWriteBytes_Utilization * 0.26229
SystemUpTime 0.25861
SystemCPU_Utilization 0.08189
SystemLoadMapCapacity 0.07878
SystemMemory_Utilization 0.06528
SystemNetworkTxBytes 0.05916
MapReduceJob_ResponseTime 0.03573
SystemLoadReduceCapacity 0.03051
SystemNetworkRxBytes 0.02674
SystemHDReadBytes_Utilization 0.00187
NetworkRxDropped 0.00
NetworkTxCollisions 0.00
NetworkRxErrors 0.00
NetworkTxErrors 0.00
  1. *Distinguishing features between the two classes with the highest quality scores obtained after applying the Relief algorithm.