Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist.
Alex GittensKai RothaugeShusen WangMichael W. MahoneyLisa Gerhardt PrabhatJey KottalamMichael F. RingenburgKristyn J. MaschhoffPublished in: KDD (2018)
Keyphrases
- high performance computing
- data analysis
- scientific computing
- computational science
- parallel computing
- massively parallel
- computing systems
- grid computing
- national laboratory
- computing resources
- molecular dynamics
- data processing
- energy efficiency
- digital libraries
- computing environments
- fault tolerance
- data collection
- life sciences
- formal methods