Edge/Cloud Infinite-Time Horizon Resource Allocation for Distributed Machine Learning and General Tasks.
Ippokratis SartzetakisPolyzois SoumplisPanagiotis PantazopoulosKonstantinos V. KatsarosVasilis SourlasEmmanouel A. VarvarigosPublished in: IEEE Trans. Netw. Serv. Manag. (2024)
Keyphrases
- resource allocation
- machine learning
- resource allocation problems
- resource management
- cloud computing environment
- resource allocation and scheduling
- resource sharing
- special case
- distributed resource allocation
- scarce resources
- cloud computing
- optimal resource allocation
- distributed systems
- cooperative
- allocate resources
- resource allocation decisions
- distributed environment
- resource requirements
- social welfare
- allocation problems
- allocation strategies
- combinatorial auctions
- learning algorithm
- resource availability
- grid environment
- autonomous agents
- transfer learning