Joint Data Collection and Resource Allocation for Distributed Machine Learning at the Edge.
Min ChenHaichuan WangZeyu MengHongli XuYang XuJianchun LiuHe HuangPublished in: IEEE Trans. Mob. Comput. (2022)
Keyphrases
- resource allocation
- data collection
- machine learning
- resource sharing
- distributed resource allocation
- resource allocation and scheduling
- resource allocation problems
- data analysis
- resource management
- resource allocation decisions
- resource requirements
- optimal resource allocation
- scarce resources
- grid environment
- allocate resources
- cooperative
- allocation strategies
- distributed systems
- learning algorithm
- allocation problems
- peer to peer
- distributed environment
- market equilibrium
- multi agent
- grid systems
- resource availability
- resource consumption
- social welfare
- data access
- mobile agents