A Selective Preprocessing Offloading Framework for Reducing Data Traffic in DL Training.
Meng WangGus WaldspurgerSwaminathan SundararamanPublished in: HotStorage (2024)
Keyphrases
- preprocessing
- data sets
- data analysis
- raw data
- knowledge discovery
- data collection
- original data
- data sources
- database
- image data
- high quality
- training examples
- neural network
- small number
- description logics
- data processing
- traffic flow
- training dataset
- computer systems
- input data
- data points
- prior knowledge
- artificial neural networks
- training set
- data structure
- training data
- databases