Scheduling Distributed Deep Learning Jobs in Heterogeneous Cluster with Placement Awareness.
Qingping LiJingwei XuChun CaoPublished in: Internetware (2020)
Keyphrases
- deep learning
- computational grids
- unsupervised learning
- scheduling problem
- unsupervised feature learning
- grid environment
- parallel machines
- identical parallel machines
- scheduling algorithm
- machine learning
- identical machines
- processing times
- flowshop
- mental models
- feature selection
- deep architectures
- weakly supervised
- data points
- computer vision
- pattern recognition
- multiscale
- clustering algorithm
- wafer fabrication