Efficient Online Resource Allocation in Heterogeneous Clusters with Machine Variability.
Huanle XuYang LiuWing Cheong LauJun GuoAlex X. LiuPublished in: INFOCOM (2019)
Keyphrases
- resource allocation
- online learning
- resource allocation problems
- resource management
- clustering algorithm
- scarce resources
- optimal resource allocation
- dynamic resource allocation
- resource usage
- game theory
- grid environment
- resource requirements
- allocation strategies
- reinforcement learning
- resource allocation decisions
- allocation problems
- allocate resources
- social welfare
- job scheduling
- virtual machine
- data management
- response time
- resource allocation and scheduling