MG-WFBP: Efficient Data Communication for Distributed Synchronous SGD Algorithms.
Shaohuai ShiXiaowen ChuBo LiPublished in: INFOCOM (2019)
Keyphrases
- data sets
- data structure
- data collection
- data mining techniques
- computationally efficient
- data sources
- learning algorithm
- distributed data
- lightweight
- database
- data acquisition
- knowledge discovery
- distributed systems
- training data
- data processing
- computationally expensive
- heterogeneous data
- communication channels
- data mining algorithms
- data transfer
- limited memory
- distributed computation
- wide area network
- data reduction
- statistical methods
- high dimensional
- missing data
- machine learning algorithms
- input data
- feature space