From the 2 of 181 papers with an AI index.
38 citations
- University of Tennessee at KnoxvilleUS49 papers
- Lawrence Berkeley National LaboratoryUS33 papers
- Laboratoire de Physique Subatomique et de CosmologieFR27 papers
- The Ohio State UniversityUS27 papers
- The University of TokyoJP23 papers
- Centre National de la Recherche ScientifiqueFR21 papers
- Universidade Estadual de Campinas (UNICAMP)BR21 papers
- Université Grenoble AlpesFR21 papers
- Université Paris-SaclayFR21 papers
- Yale UniversityUS21 papers
- GSI Helmholtz Centre for Heavy Ion ResearchDE20 papers
- FZU ‒ Institute of Physics of the Academy of Sciences of the Czech RepublicCZ19 papers
4 papers · 1 filter
Application Failures and Machine Computational Efficiency
Carlo Graziani, Bethany Lusch, O. E. Bronson Messer
We present a framework for evaluating uptime efficiency of Exascale-class scientific computers when application failure rates are appreciable. This is the situation that confronts…
Co-Design and Evaluation of a CPU-Free MPI GPU Communication Abstraction and Implementation
Patrick G. Bridges, Derek Schafer, Jack Lange +7
Removing the CPU from the communication fast path is essential to efficient GPU-based ML and HPC application performance. However, existing GPU communication APIs either continue t…
Machine Learning-Driven Predictive Resource Management in Complex Science Workflows
Tasnuva Chowdhury, Tadashi Maeno, Fatih Furkan Akman +23
The collaborative efforts of large communities in science experiments, often comprising thousands of global members, reflect a monumental commitment to exploration and discovery. R…
Designing FAIR Workflows at OLCF: Building Scalable and Reusable Ecosystems for HPC Science
Sean R. Wilkinson, Patrick Widener, Sarp Oral +1
High Performance Computing (HPC) centers provide advanced infrastructure that enables scientific research at extreme scale. These centers operate with hardware configurations, soft…