Resource Allocation for Distributed Machine Learning at the Edge-Cloud Continuum.
Ippokratis SartzetakisPolyzois SoumplisPanagiotis PantazopoulosKonstantinos V. KatsarosVasilis SourlasEmmanouel Manos VarvarigosPublished in: ICC (2022)
Keyphrases
- resource usage
- resource allocation
- machine learning
- resource management
- resource sharing
- distributed resource allocation
- resource consumption
- resource allocation and scheduling
- resource allocation problems
- cooperative
- cloud computing environment
- learning algorithm
- allocate resources
- cloud computing
- distributed systems
- reinforcement learning
- peer to peer
- scarce resources
- optimal resource allocation
- distributed environment
- allocation strategies
- multi agent
- load balance
- resource requirements
- allocation problems
- market equilibrium