Analyzing and Mitigating Data Stalls in DNN Training.
Jayashree MohanAmar PhanishayeeAshish RaniwalaVijay ChidambaramPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- data sets
- database
- data analysis
- statistical analysis
- image data
- data quality
- high quality
- data structure
- synthetic data
- small number
- data mining techniques
- noisy data
- data objects
- original data
- raw data
- data collection
- data processing
- input data
- knowledge discovery
- wireless sensor networks
- artificial neural networks
- training data
- neural network
- training examples
- application domains
- feature selection
- databases
- historical data
- training process