Hardware Acceleration for DBMS Machine Learning Scoring: Is It Worth the Overheads?
Zahra AzadRathijit SenKwanghyun ParkAjay JoshiPublished in: ISPASS (2021)
Keyphrases
- machine learning
- database management systems
- low cost
- real time
- database
- database systems
- hardware and software
- machine learning methods
- knowledge acquisition
- data mining
- computer systems
- image processing
- data base management systems
- computing power
- artificial intelligence
- computer vision
- databases
- explanation based learning
- learning systems
- natural language processing
- decision trees
- text classification
- feature selection
- machine learning approaches
- computing systems
- orders of magnitude
- machine learning algorithms
- pattern recognition
- response time
- data management
- text mining
- active learning
- knowledge discovery
- data analysis
- hardware design
- neural network
- knowledge representation
- personal computer
- learning algorithm
- embedded systems
- database management
- support vector machine
- data types
- information extraction
- supervised learning
- computational intelligence
- natural language