ScaleServe: a scalable multi-GPU machine learning inference system and benchmarking suite.
Ali JahanshahiMarcus ChowDaniel WongPublished in: GPGPU@PPoPP (2022)
Keyphrases
- machine learning
- real time
- machine learning algorithms
- decision trees
- data mining
- natural language processing
- feature selection
- computer science
- artificial intelligence
- support vector machine
- parallel processing
- learning systems
- inductive logic programming
- inductive learning
- computational biology
- active learning
- parallel computing
- data analysis
- pattern recognition
- explanation based learning
- computer vision
- learning algorithm
- information retrieval
- graphics hardware
- gpu implementation
- commodity hardware
- supervised learning
- information extraction
- knowledge discovery
- query processing
- information systems
- real world
- neural network
- databases