Multi-Resource Allocation for On-Device Distributed Federated Learning Systems.
Yulan GaoZiqiang YeHan YuZehui XiongYue XiaoDusit NiyatoPublished in: CoRR (2022)
Keyphrases
- learning systems
- resource allocation
- distributed resource allocation
- distributed systems
- computer supported
- resource allocation and scheduling
- machine learning
- resource sharing
- learning process
- learning environment
- resource allocation problems
- resource management
- learning resources
- resource requirements
- allocation problems
- optimal resource allocation
- grid environment
- learning materials
- distributed environment
- peer to peer
- resource availability
- multi agent
- resource usage
- resource consumption
- adaptive systems
- learning styles
- allocate resources
- resource allocation decisions
- cooperative
- grid systems
- social welfare
- scarce resources
- combinatorial auctions
- dynamic resource allocation
- market equilibrium