Embracing Uncertainty for Equity in Resource Allocation in ML Training.
Suraiya TairinHaiying ShenZeyu ZhangPublished in: ICPP (2023)
Keyphrases
- resource allocation
- resource management
- resource allocation problems
- maximum likelihood
- resource requirements
- game theory
- allocation strategies
- optimal resource allocation
- allocate resources
- resource usage
- resource availability
- allocation problems
- resource allocation decisions
- distributed resource allocation
- market equilibrium
- resource consumption
- incomplete information
- social welfare
- dynamic resource allocation
- decision theory