Resource Allocation via Graph Neural Networks in Free Space Optical Fronthaul Networks.
Zhan GaoMark EisenAlejandro RibeiroPublished in: GLOBECOM (2020)
Keyphrases
- resource allocation
- neural network
- resource management
- resource allocation problems
- allocation problems
- scarce resources
- resource allocation decisions
- resource consumption
- social welfare
- optimal resource allocation
- edge weights
- allocate resources
- resource usage
- weighted graph
- random walk
- social networks
- combinatorial auctions
- network model
- resource requirements
- directed graph
- resource availability
- decision making
- resource allocation and scheduling
- dynamic resource allocation
- allocation strategies
- bidding strategies
- grid environment
- community structure
- management system