Serving Machine Learning Inference Using Heterogeneous Hardware.
Baolin LiVijay GadepallySiddharth SamsiMark S. VeilletteDevesh TiwariPublished in: HPEC (2021)
Keyphrases
- support vector
- machine learning
- support vector machine
- feature selection
- machine learning methods
- computer systems
- knowledge acquisition
- hardware implementation
- hardware and software
- low cost
- bayesian networks
- pattern recognition
- active learning
- real time
- inductive learning
- probabilistic inference
- embedded systems
- reinforcement learning
- computational intelligence
- decision trees
- statistical inference
- model selection
- learning systems
- massively parallel
- real world
- machine learning algorithms
- data mining
- learning tasks
- natural language processing
- supervised learning
- knowledge discovery
- web services
- bayesian inference
- statistical learning
- image processing
- computing systems
- explanation based learning
- learning algorithm
- heterogeneous data
- parallel hardware