Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs.
Wei GaoZhisheng YePeng SunYonggang WenTianwei ZhangPublished in: SoCC (2021)
Keyphrases
- deep learning
- deep architectures
- restricted boltzmann machine
- scheduling algorithm
- unsupervised learning
- machine learning
- unsupervised feature learning
- deep belief networks
- resource manager
- weakly supervised
- training examples
- online learning
- scheduling policies
- mental models
- response time
- peak load
- supervised learning