AI4DL: Mining Behaviors of Deep Learning Workloads for Resource Management.
Josep Lluís BerralChen WangAlaa YoussefPublished in: HotCloud (2020)
Keyphrases
- resource management
- deep learning
- machine learning
- management system
- unsupervised learning
- resource allocation
- unsupervised feature learning
- quality of service
- resource utilization
- intelligent systems
- weakly supervised
- knowledge discovery
- intelligent agents
- deep architectures
- text mining
- mental models
- artificial intelligence
- resource usage
- data mining
- natural images
- expert systems
- database systems
- access patterns