Optimizing Resource Allocation in Pipeline Parallelism for Distributed DNN Training.
Yubin DuanJie WuPublished in: ICPADS (2022)
Keyphrases
- resource allocation
- training process
- distributed resource allocation
- resource sharing
- resource allocation and scheduling
- resource allocation problems
- resource management
- distributed systems
- multi agent
- resource allocation decisions
- scarce resources
- allocation strategies
- optimal resource allocation
- grid environment
- resource consumption
- resource availability
- distributed environment
- allocation problems
- allocate resources
- parallel execution
- resource requirements
- trading agents
- data transfer
- combinatorial auctions
- computing environments
- resource usage
- job scheduling
- learning agents
- autonomous agents
- mobile agents
- market equilibrium
- state space
- cooperative