Machine Learning for Cloud Data Systems: the Promise, the Progress, and the Path Forward.
Alekh JindalMatteo InterlandiPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- knowledge discovery
- data sets
- machine learning
- data structure
- data collection
- original data
- data analysis
- learning systems
- feature selection
- raw data
- statistical methods
- synthetic data
- small number
- database
- sensor data
- high dimensional data
- data quality
- data points
- image data
- prior knowledge
- decision trees
- training data
- high quality
- association rules
- data distribution
- spatial data
- relational databases
- active learning
- data sources
- labeled data
- probability distribution
- data processing
- data mining techniques
- natural language processing
- supervised learning