AutoInfer: Self-Driving Management for Resource-Efficient, SLO-Aware Machine=Learning Inference in GPU Clusters.
Binlei CaiQin GuoXiaodong DongPublished in: IEEE Internet Things J. (2023)
Keyphrases
- machine learning
- hierarchical clustering
- information systems
- pattern recognition
- resource allocation
- decision making
- learning algorithm
- machine learning methods
- computer vision
- decision trees
- bayesian networks
- high efficiency
- management system
- supervised learning
- resource constraints
- information resources
- information management
- efficient learning
- knowledge acquisition
- text classification
- knowledge management
- general purpose
- real time
- active learning
- computer science
- data sets