Revenue-Optimal Auction For Resource Allocation in Wireless Virtualization: A Deep Learning Approach.
Kun ZhuYuanyuan XuQian JunDusit NiyatoPublished in: IEEE Trans. Mob. Comput. (2022)
Keyphrases
- resource allocation
- deep learning
- sealed bid auctions
- combinatorial auctions
- resource allocation and scheduling
- bidding strategies
- power allocation
- social welfare
- resource management
- auction mechanisms
- optimal resource allocation
- resource allocation problems
- machine learning
- game theory
- budget constraints
- unsupervised learning
- allocation problems
- cloud computing
- unsupervised feature learning
- wireless networks
- wireless communication
- distributed resource allocation
- resource allocation decisions
- multi agent systems
- high dimensional
- scarce resources
- object detection
- multi unit
- strategy proof
- cloud computing environment
- mechanism design
- mental models
- data center