SketchML: Accelerating Distributed Machine Learning with Data Sketches.
Jiawei JiangFangcheng FuTong YangBin CuiPublished in: SIGMOD Conference (2018)
Keyphrases
- machine learning
- data sets
- data analysis
- data collection
- raw data
- complex data
- statistical methods
- data sources
- synthetic data
- high quality
- database
- distributed data
- prior knowledge
- active learning
- data points
- training data
- neural network
- heterogeneous data
- data quality
- original data
- spatial data
- missing data
- data transfer
- machine learning algorithms
- statistical analysis
- computer systems
- data processing
- input data
- distributed systems
- small number
- information extraction
- data structure
- multi agent
- web services