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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 1 Extract of collected performance measures from the BDA and CCP

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

Measure Source Description
jobs:clusterMapCapacity Jobs of MapReduce Maximum number of available maps to be created by a job
jobs:clusterReduceCapacity Jobs of MapReduce Maximum number of available reduces to be created by a job
jobs:finishTime Jobs of MapReduce Time at which a job was completed
jobs:JobSetupTaskLaunchTime Jobs of MapReduce Time at which a job is setup in the cluster for processing
jobs:jobId Jobs of MapReduce Job ID
jobs:launchTime Jobs of MapReduce Time at which a job is launched for processing
jobs:Status Jobs of MapReduce Job status after processing (Successful or Failed)
jobs:submitTime Jobs of MapReduce Time at which a job was submitted for processing
disk:ReadBytes Virtual Machine System Amount of HD bytes read by a job
disk:WriteBytes Virtual Machine System Amount of HD bytes written by a job
memory:Free Virtual Machine System Amount of average free memory on a specific time
memory:Used Virtual Machine System Amount of average memory used on a specific time
network:RxBytes Virtual Machine System Amount of network bytes received on a specific time
network:RxErrors Virtual Machine System Amount of network errors during received transmission on a specific time
network:TxBytes Virtual Machine System A mount of network bytes transmitted on a specific time
network:TxErrors Virtual Machine System Amount of network errors during transmission on a specific time