Benchmarking data analysis and machine learning applications on the Intel KNL many-core processor.
Chansup ByunJeremy KepnerWilliam ArcandDavid BestorBill BergeronVijay GadepallyMichael HouleMatthew HubbellMichael JonesAnna KleinPeter MichaleasLauren MilechinJulie MullenAndrew ProutAntonio RosaSiddharth SamsiCharles YeeAlbert ReutherPublished in: HPEC (2017)
Keyphrases
- machine learning
- data analysis
- data mining
- decision trees
- pattern recognition
- knowledge discovery
- learning algorithm
- biological data
- inductive learning
- natural language
- knowledge acquisition
- data processing
- machine learning methods
- text classification
- business intelligence
- computer vision
- natural language processing
- semi supervised learning
- information extraction
- reinforcement learning
- cluster analysis
- data mining applications
- pattern discovery
- case study
- data visualization
- machine learning approaches
- explanation based learning