doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases.
Kaan KaraZeke WangCe ZhangGustavo AlonsoPublished in: Proc. VLDB Endow. (2019)
Keyphrases
- machine learning
- databases
- data integration
- low cost
- database
- integrating heterogeneous
- hardware and software
- real time
- artificial intelligence
- knowledge discovery
- decision trees
- relational databases
- computer systems
- heterogeneous databases
- learning algorithm
- support vector machine
- image processing
- database systems
- reinforcement learning
- database applications
- feature selection
- text classification
- pattern recognition
- computer science
- computational intelligence
- machine learning algorithms
- semi supervised learning
- learning systems
- natural language processing
- machine learning methods
- learning problems
- embedded systems
- neural network
- improved algorithm
- information integration
- computing systems
- supervised learning
- hardware architecture
- database integration
- data management