Scaling Datalog for Machine Learning on Big Data
Yingyi BuVinayak R. BorkarMichael J. CareyJoshua RosenNeoklis PolyzotisTyson CondieMarkus WeimerRaghu RamakrishnanPublished in: CoRR (2012)
Keyphrases
- big data
- machine learning
- data science
- data analysis
- cloud computing
- knowledge discovery
- unstructured data
- vast amounts of data
- data visualization
- big data analytics
- expressive power
- deductive databases
- data intensive
- data management
- query language
- query answering
- social media
- massive data
- high volume
- data mining
- data processing
- statistical learning
- business intelligence
- predictive modeling
- data warehousing
- artificial intelligence
- information extraction
- text classification
- natural language processing
- statistical and machine learning
- data driven decision making
- database
- health informatics
- huge data
- massive datasets
- data analytics
- social computing
- datalog programs