Minimizing Training Time of Distributed Machine Learning by Reducing Data Communication.
Yubin DuanNing WangJie WuPublished in: IEEE Trans. Netw. Sci. Eng. (2021)
Keyphrases
- machine learning
- data sets
- data collection
- synthetic data
- raw data
- high quality
- cooperative
- distributed data
- statistical methods
- knowledge discovery
- image data
- small number
- data processing
- database
- labelled data
- training data
- high dimensional data
- training samples
- statistical analysis
- data points
- data sources
- computer systems
- training examples
- distributed systems
- supervised learning
- missing data
- probability distribution
- original data
- computer networks
- data quality
- data transfer
- data analysis