Analyzing Machine Learning Workloads Using a Detailed GPU Simulator.
Jonathan LewDeval A. ShahSuchita PatiShaylin CattellMengchi ZhangAmruth SandhupatlaChristopher NgNegar GoliMatthew D. SinclairTimothy G. RogersTor M. AamodtPublished in: ISPASS (2019)
Keyphrases
- machine learning
- database systems
- real time
- parallel implementation
- learning tasks
- machine learning methods
- computer systems
- text mining
- pattern recognition
- computer vision
- parallel computing
- machine learning algorithms
- supervised machine learning
- graphics hardware
- explanation based learning
- database
- computational biology
- inductive learning
- learning algorithm
- knowledge acquisition
- general purpose
- supervised learning
- knowledge discovery
- knowledge representation
- data analysis
- data processing
- data mining
- real world
- inductive logic programming
- information extraction
- computer science
- transaction processing
- simulation environment
- feature selection
- reinforcement learning