Heuristic-based Resource Allocation for Cloud-native Machine Learning Workloads.
Ayush ShridharDeepak NadigPublished in: ANTS (2022)
Keyphrases
- resource allocation
- machine learning
- cloud computing environment
- resource management
- cloud computing
- database systems
- game theory
- knowledge acquisition
- allocation problems
- resource allocation and scheduling
- optimal resource allocation
- dynamic resource allocation
- resource requirements
- resource allocation problems
- cloud platform
- scarce resources
- resource consumption
- allocation strategies
- allocate resources
- power allocation
- trading agents
- social welfare
- job scheduling
- grid environment
- distributed computing
- data center
- response time