MG-WFBP: Efficient Data Communication for Distributed Synchronous SGD Algorithms.
Shaohuai ShiXiaowen ChuPublished in: CoRR (2018)
Keyphrases
- data sets
- distributed data
- data acquisition
- data analysis
- data reduction
- missing data
- database
- data collection
- lightweight
- noisy data
- computationally expensive
- spatial data
- input data
- data processing
- data sources
- knowledge discovery
- least squares
- data mining algorithms
- data distribution
- data points
- distributed systems
- statistical methods
- xml documents
- communication cost
- feature space
- data structure
- heterogeneous data
- limited memory
- distributed computation