Anticipatory Resource Allocation for ML Training.
Tapan ChughSrikanth KandulaArvind KrishnamurthyRatul MahajanIshai MenachePublished in: SoCC (2023)
Keyphrases
- resource allocation
- resource management
- maximum likelihood
- resource allocation problems
- allocation problems
- resource requirements
- optimal resource allocation
- scarce resources
- allocate resources
- resource allocation and scheduling
- game theory
- social welfare
- allocation strategies
- combinatorial auctions
- online learning
- resource allocation decisions
- grid environment
- resource availability
- power allocation
- dynamic resource allocation
- load balancing
- special case