Hoard: A Distributed Data Caching System to Accelerate Deep Learning Training on the Cloud.
Christian PintoYiannis GkoufasAndrea RealeSeetharami SeelamSteven EliukPublished in: CoRR (2018)
Keyphrases
- distributed data
- deep learning
- deep architectures
- restricted boltzmann machine
- data sharing
- unsupervised learning
- machine learning
- data access
- supervised learning
- communication cost
- data distribution
- data mining
- training set
- databases
- mental models
- data mining algorithms
- query processing
- weakly supervised
- learning strategies
- training examples
- data management
- decision makers
- active learning
- real world