In-Database Machine Learning: Gradient Descent and Tensor Algebra for Main Memory Database Systems.
Maximilian E. SchüleFrédéric SimonisThomas HeyenbrockAlfons KemperStephan GünnemannThomas NeumannPublished in: BTW (2019)
Keyphrases
- main memory
- database management systems
- database systems
- database
- data model
- machine learning
- index structure
- storage manager
- secondary storage
- database applications
- database operations
- data management
- main memory databases
- data storage
- databases
- relational database systems
- distributed database systems
- flash memory
- virtual memory
- data structure
- memory storage
- concurrency control
- management system
- join algorithms
- external memory
- database design
- secondary memory
- query processing
- cache conscious
- data sets
- b tree
- learning algorithm
- transaction processing
- access methods
- query optimization
- data sources
- data analysis
- decision trees
- materialized views
- relational model
- r tree
- multi dimensional
- disk accesses
- relational databases