Camel: Managing Data for Efficient Stream Learning.
Yiming LiYanyan ShenLei ChenPublished in: SIGMOD Conference (2022)
Keyphrases
- data sets
- data collection
- learning algorithm
- prior knowledge
- background knowledge
- data processing
- reinforcement learning
- data sources
- learning systems
- high dimensional data
- knowledge acquisition
- supervised learning
- experimental data
- knowledge discovery
- data distribution
- data streams
- training data
- learning models
- streaming data
- end users
- image data
- high quality
- input data
- human experts
- data quality
- synthetic data
- database
- bayesian methods
- learning tasks
- raw data
- sliding window
- statistical analysis
- computer systems
- small number
- data points
- mobile devices
- database systems
- decision trees
- machine learning
- neural network
- databases
- real time