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U.S. Department of Energy
Office of Scientific and Technical Information

Workflow Mini-Apps: Portable, Scalable, Tunable & Faithful Representations of Scientific Workflows

Conference ·

Research Organization:
Brookhaven National Laboratory (BNL), Upton, NY (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR); USDOE Office of Science (SC), High Energy Physics (HEP)
DOE Contract Number:
SC0012704
OSTI ID:
2527298
Report Number(s):
BNL-227494-2025-COPA
Country of Publication:
United States
Language:
English

References (30)

Computational reproducibility of scientific workflows at extreme scales journal April 2019
Performance, Energy, and Scalability Analysis and Improvement of Parallel Cancer Deep Learning CANDLE Benchmarks conference August 2019
The Ghost of Performance Reproducibility Past conference October 2022
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing conference November 2021
DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding conference November 2019
Performance optimality or reproducibility
  • Patki, Tapasya; Thiagarajan, Jayaraman J.; Ayala, Alexis
  • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis https://doi.org/10.1145/3295500.3356217
conference November 2019
Toward Understanding I/O Behavior in HPC Workflows conference November 2018
Coupling streaming AI and HPC ensembles to achieve 100–1000× faster biomolecular simulations conference May 2022
PAThWay: Performance Analysis and Tuning Using Workflows
  • Petkov, Ventsislav; Gerndt, Michael; Firbach, Michael
  • 2013 IEEE 10th International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing https://doi.org/10.1109/HPCC.and.EUC.2013.115
conference November 2013
Mini-apps for high performance data analysis conference December 2016
Chimbuko: A Workflow-Level Scalable Performance Trace Analysis Tool conference November 2020
The Arch Project: Physics Mini-Apps for Algorithmic Exploration and Evaluating Programming Environments on HPC Architectures conference September 2017
Rapid Memory Footprint Access Diagnostics conference August 2020
MemGaze: Rapid and Effective Load-Level Memory Trace Analysis conference September 2022
Overview of ATLAS PanDA Workload Management journal December 2011
MiniVite: A Graph Analytics Benchmarking Tool for Massively Parallel Systems
  • Ghosh, Sayan; Halappanavar, Mahantesh; Tumeo, Antonino
  • 2018 IEEE/ACM Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) https://doi.org/10.1109/PMBS.2018.8641631
conference November 2018
Thoughtful Precision in Mini-Apps conference September 2017
Preparing for the Future—Rethinking Proxy Applications journal March 2022
Tunable approximations to control time-to-solution in an HPC molecular docking Mini-App journal April 2020
Dynamic steering of HPC scientific workflows: A survey journal May 2015
24/7 Characterization of petascale I/O workloads conference August 2009
Building the I (Interoperability) of FAIR for Performance Reproducibility of Large-Scale Composable Workflows in RECUP conference October 2023
Ensemble Toolkit: Scalable and Flexible Execution of Ensembles of Tasks conference August 2016
The ββα fold: explorations in sequence space11Edited by M. F. Summers journal April 2001
A Parallel Machine Learning Workflow for Neutron Scattering Data Analysis conference May 2023
Co-design Center for Exascale Machine Learning Technologies (ExaLearn) journal September 2021
Neural Mini-Apps as a Tool for Neuromorphic Computing Insight conference March 2022
AI-driven multiscale simulations illuminate mechanisms of SARS-CoV-2 spike dynamics journal April 2021
Performance issues and performance analysis tools for HPC cloud applications: a survey journal September 2012
Volume I. Introduction to DUNE journal August 2020

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