DDStore: Distributed Data Store for Scalable Training of Graph Neural Networks on Large Atomistic Modeling Datasets.
Jong Youl ChoiMassimiliano Lupo PasiniPei ZhangKshitij MehtaFrank LiuJonghyun BaeKhaled IbrahimPublished in: SC Workshops (2023)
Keyphrases
- distributed data
- neural network
- training process
- training algorithm
- data mining algorithms
- data sharing
- distributed data mining
- integrating heterogeneous
- data distribution
- pattern recognition
- restricted boltzmann machine
- graph data
- multi layer perceptron
- training dataset
- back propagation
- database
- machine learning
- knowledge discovery
- end users
- high dimensional
- preprocessing
- data structure
- case study
- information retrieval
- databases