Combining Machine Learning and Lifetime-Based Resource Management for Memory Allocation and Beyond.
Martin MaasDavid G. AndersenMichael IsardMohammad Mahdi JavanmardKathryn S. McKinleyColin RaffelPublished in: Commun. ACM (2024)
Keyphrases
- resource management
- machine learning
- management system
- resource allocation
- computing resources
- quality of service
- resource utilization
- intelligent agents
- grid computing
- learning algorithm
- artificial intelligence
- power control
- database
- resource usage
- call admission control
- grid systems
- end to end
- response time
- reinforcement learning
- real time