Scalable Data Management on Hybrid Memory System for Deep Neural Network Applications.
Wei RangDonglin YangZhimin LiDazhao ChengPublished in: IEEE BigData (2021)
Keyphrases
- data management
- neural network
- data intensive
- auto associative
- data access
- low memory
- artificial neural networks
- hybrid intelligent
- database management systems
- multi layer
- limited memory
- database systems
- data warehousing
- neural network model
- scientific data
- data integration
- pattern recognition
- associative memory
- main memory
- memory requirements
- mobile computing
- memory size
- memory usage
- feed forward neural networks
- network model
- heterogeneous data
- feed forward
- back propagation
- cloud computing
- query processing
- random access
- memory space
- highly scalable
- hybrid models
- data sets
- bp neural network
- fault diagnosis
- knn
- genetic algorithm
- databases
- database
- hidden layer
- training process
- distributed database systems
- multilayer perceptron
- scalable video coding
- deep learning
- learning vector quantization
- fuzzy logic
- fuzzy artmap
- fermentation process