HeterPS: Distributed deep learning with reinforcement learning based scheduling in heterogeneous environments.
Ji LiuZhihua WuDanlei FengMinxu ZhangXinxuan WuXuefeng YaoDianhai YuYanjun MaFeng ZhaoDejing DouPublished in: Future Gener. Comput. Syst. (2023)
Keyphrases
- heterogeneous environments
- deep learning
- reinforcement learning
- highly distributed
- web services
- machine learning
- unsupervised learning
- unsupervised feature learning
- computing platform
- state space
- pattern recognition
- mental models
- model selection
- text classification
- computing systems
- distributed systems
- learning process