The Case for Unifying Data Loading in Machine Learning Clusters.
Aarati KakaraparthyAbhay VenkateshAmar PhanishayeeShivaram VenkataramanPublished in: HotCloud (2019)
Keyphrases
- machine learning
- data sets
- data analysis
- knowledge discovery
- data distribution
- data collection
- prior knowledge
- training data
- data processing
- data points
- database
- high quality
- input space
- raw data
- databases
- experimental data
- high dimensional data
- input data
- text mining
- information extraction
- data sources
- decision trees
- data structure
- small number
- image data
- artificial intelligence
- active learning
- synthetic data
- sensor data
- clustering algorithm
- high dimensional
- original data
- data samples