PickyMan: A Preemptive Scheduler for Deep Learning Jobs on GPU Clusters.
Chen ChenYingwen ChenZhaoyun ChenJianchen HanGuangtao XuePublished in: IPCCC (2022)
Keyphrases
- deep learning
- processing times
- scheduling algorithm
- scheduling policies
- unsupervised learning
- machine learning
- clustering algorithm
- unsupervised feature learning
- resource manager
- scheduling problem
- mental models
- single machine
- weakly supervised
- data sets
- parallel computing
- restricted boltzmann machine
- deep architectures
- viewpoint
- document clustering
- pattern recognition
- bayesian networks
- training data
- image segmentation