Data Driven Resource Allocation for Distributed Learning.
Travis DickMu LiVenkata Krishna PillutlaColin WhiteNina BalcanAlexander J. SmolaPublished in: AISTATS (2017)
Keyphrases
- resource allocation
- distributed learning
- data driven
- resource management
- collaborative learning
- optimal resource allocation
- resource allocation problems
- allocation problems
- knowledge integration
- combinatorial auctions
- distributed resource allocation
- resource consumption
- scarce resources
- resource requirements
- distributed learning environments
- grid environment
- allocation strategies
- social welfare
- resource allocation decisions
- resource allocation and scheduling