I/O performance analysis of machine learning workloads on leadership scale supercomputer.
Ahmad Maroof KarimiArnab K. PaulFeiyi WangPublished in: Perform. Evaluation (2022)
Keyphrases
- machine learning
- input output
- machine learning algorithms
- pattern recognition
- database workloads
- database systems
- natural language processing
- computer vision
- computer science
- machine learning methods
- building blocks
- text classification
- knowledge acquisition
- massively parallel
- explanation based learning
- machine learning approaches
- learning algorithm
- artificial intelligence
- model selection
- decision trees
- text mining
- information extraction
- support vector machine
- scale space
- computational intelligence
- learning tasks
- main memory
- knowledge discovery
- access patterns
- knowledge representation
- active learning
- data transfer
- databases