Machine and Deep Learning for Resource Allocation in Multi-Access Edge Computing: A Survey.
Hamza DjigalJia XuLinfeng LiuYan ZhangPublished in: IEEE Commun. Surv. Tutorials (2022)
Keyphrases
- resource allocation
- deep learning
- unsupervised learning
- machine learning
- optimal resource allocation
- resource management
- unsupervised feature learning
- allocation problems
- resource allocation problems
- resource allocation decisions
- scarce resources
- mental models
- allocation strategies
- weakly supervised
- allocate resources
- distributed resource allocation
- resource allocation and scheduling
- dynamic resource allocation
- deep architectures
- combinatorial auctions
- semi supervised
- learning algorithm