DFS: Joint data formatting and sparsification for efficient communication in Distributed Machine Learning.
Cheng YangYangming ZhaoGongming ZhaoHongli XuPublished in: Comput. Networks (2023)
Keyphrases
- machine learning
- data analysis
- data sets
- raw data
- data collection
- data processing
- distributed data
- data sources
- high quality
- data transfer
- data points
- heterogeneous data
- databases
- statistical analysis
- high dimensional data
- data distribution
- remote sites
- distributed control
- multi party
- big data
- data mining
- data acquisition
- synthetic data
- database systems
- database
- distributed systems
- knowledge discovery
- probability distribution
- training data
- natural language