Advances, Systems and Applications
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 |