Benchmarking the Performance of Accelerators on National Cyberinfrastructure Resources for Artificial Intelligence / Machine Learning Workloads.
Abhinand NasariHieu LeRichard LawrenceZhenhua HeXin YangMario KrellAlex TsyplikhinMahidhar TatineniTim CockerillLisa PerezDhruva ChakravortyHonggao LiuPublished in: PEARC (2022)
Keyphrases
- artificial intelligence
- machine learning
- computer science
- computational intelligence
- natural language processing
- knowledge representation
- united states
- resource management
- knowledge engineering
- knowledge resources
- machine intelligence
- knowledge acquisition
- information extraction
- machine learning algorithms
- data mining
- text mining
- expert systems
- data analysis
- learning algorithm
- feature selection
- limited resources
- computing platform
- machine learning methods
- computing systems
- intelligent systems
- human learning
- digital resources
- cognitive science
- learning systems
- case based reasoning
- pattern recognition
- database systems
- computing environments
- natural language
- reinforcement learning
- homeland security
- decision trees
- knowledge base