Multi-Resource Allocation for On-Device Distributed Federated Learning Systems.
Yulan GaoZiqiang YeHan YuZehui XiongYue XiaoDusit NiyatoPublished in: GLOBECOM (2022)
Keyphrases
- learning systems
- resource allocation
- distributed systems
- resource sharing
- distributed resource allocation
- resource management
- learning resources
- resource allocation and scheduling
- learning environment
- computer supported
- learning process
- resource allocation problems
- learning styles
- grid environment
- adaptive systems
- distributed environment
- machine learning
- resource consumption
- resource requirements
- mobile agents
- allocation strategies
- multi agent
- allocation problems
- allocate resources
- resource availability
- peer to peer
- learning materials
- dynamic resource allocation
- optimal resource allocation
- resource allocation decisions
- distributed computing
- statistical machine learning
- grid systems
- learning strategies
- scarce resources
- market equilibrium
- data sources
- technology enhanced learning systems