Interactive Supercomputing on 40, 000 Cores for Machine Learning and Data Analysis.
Albert ReutherJeremy KepnerChansup ByunSiddharth SamsiWilliam ArcandDavid BestorBill BergeronVijay GadepallyMichael HouleMatthew HubbellMichael JonesAnna KleinLauren MilechinJulia S. MullenAndrew ProutAntonio RosaCharles YeePeter MichaleasPublished in: HPEC (2018)
Keyphrases
- machine learning
- data analysis
- data visualization
- data mining
- interactive exploration
- data exploration
- visual analytics
- information visualization
- data processing
- user friendly
- machine learning algorithms
- computational intelligence
- user interaction
- inductive learning
- machine learning methods
- text mining
- knowledge discovery
- pattern recognition
- information extraction
- graphical display
- learning algorithm
- visualization tool
- high performance computing
- decision trees
- learning tasks
- high dimensional data
- data collection
- learning systems
- data warehouse
- artificial intelligence
- feature selection
- grid computing
- data sets
- reinforcement learning
- machine learning approaches
- life sciences
- inductive logic programming
- text classification
- business intelligence
- visual analysis
- active learning
- support vector machine
- information retrieval
- knowledge representation