DIESEL: A Dataset-Based Distributed Storage and Caching System for Large-Scale Deep Learning Training.
Lipeng WangSonggao YeBaichen YangYouyou LuHequan ZhangShengen YanQiong LuoPublished in: ICPP (2020)
Keyphrases
- deep learning
- distributed storage
- restricted boltzmann machine
- deep architectures
- distributed computation
- unsupervised learning
- unsupervised feature learning
- supervised learning
- weakly supervised
- machine learning
- object detectors
- mental models
- cloud computing
- storage systems
- query processing
- data sets
- object class
- training examples
- active learning
- training set
- computer vision