Job-aware Communication Scheduling for DML Training in Shared Cluster.
Bin ChenYuan YangMingwei XuPublished in: HPCC/DSS/SmartCity (2020)
Keyphrases
- job shop
- scheduling problem
- batch processing
- identical parallel machines
- deteriorating jobs
- release times
- flow control
- clustering algorithm
- job scheduling
- release dates
- training phase
- data clustering
- hearing impaired
- communication networks
- flowshop
- training examples
- completion times
- single machine scheduling problem
- sharing knowledge
- information sharing
- maximum lateness
- resource constrained
- scheduling jobs
- supervised learning
- training algorithm
- training process
- processing times
- training samples
- active learning
- information technology
- resource consumption
- cluster analysis
- hierarchical clustering
- share information
- job shop scheduling problem
- resource constraints
- data sets
- communication channels
- fixed number
- single machine