Resource Allocation and Workload Scheduling for Large-Scale Distributed Deep Learning: A Survey.
Feng LiangZhen ZhangHaifeng LuChengming LiVictor C. M. LeungYanyi GuoXiping HuPublished in: CoRR (2024)
Keyphrases
- resource allocation
- deep learning
- resource allocation and scheduling
- distributed resource allocation
- resource usage
- resource management
- unsupervised learning
- resource allocation problems
- distributed systems
- resource consumption
- machine learning
- scarce resources
- allocate resources
- unsupervised feature learning
- grid environment
- allocation strategies
- optimal resource allocation
- resource requirements
- allocation problems
- multi agent
- resource allocation decisions
- text mining
- weakly supervised
- response time
- peer to peer
- expectation maximization
- resource availability
- pairwise
- mental models
- state space