Workflows community summit 2022: A roadmap revolution

RF Da Silva, RM Badia, V Bala, D Bard… - arxiv preprint arxiv …, 2023 - arxiv.org
Scientific workflows have become integral tools in broad scientific computing use cases.
Science discovery is increasingly dependent on workflows to orchestrate large and complex …

Globus automation services: Research process automation across the space–time continuum

R Chard, J Pruyne, K McKee, J Bryan… - Future Generation …, 2023 - Elsevier
Research process automation–the reliable, efficient, and reproducible execution of linked
sets of actions on scientific instruments, computers, data stores, and other resources–has …

Workflows community summit 2024: Future trends and challenges in scientific workflows

RF Da Silva, D Bard, K Chard, S de Witt… - arxiv preprint arxiv …, 2024 - arxiv.org
The Workflows Community Summit gathered 111 participants from 18 countries to discuss
emerging trends and challenges in scientific workflows, focusing on six key areas: time …

Frontiers in scientific workflows: Pervasive integration with high-performance computing

RF Da Silva, RM Badia, D Bard, IT Foster, S Jha… - Computer, 2024 - ieeexplore.ieee.org
We address the increasing complexity of scientific workflows in the context of high-
performance computing (HPC) and their associated need for robust, adaptable, and flexible …

Towards lightweight data integration using multi-workflow provenance and data observability

R Souza, TJ Skluzacek, SR Wilkinson… - 2023 IEEE 19th …, 2023 - ieeexplore.ieee.org
Modern large-scale scientific discovery requires multidisciplinary collaboration across
diverse computing facilities, including High Performance Computing (HPC) machines and …

Bridging hpc communities through the julia programming language

V Churavy, WF Godoy, C Bauer, H Ranocha… - arxiv preprint arxiv …, 2022 - arxiv.org
The Julia programming language has evolved into a modern alternative to fill existing gaps
in scientific computing and data science applications. Julia leverages a unified and …

Driving next-generation workflows from the data plane

F Suter, RF Da Silva, A Gainaru… - 2023 IEEE 19th …, 2023 - ieeexplore.ieee.org
We observe the emergence of a new generation of scientific workflows that process data
produced at a sustained rate by scientific instruments and large scale numerical simulations …

Real‐time XFEL data analysis at SLAC and NERSC: A trial run of nascent exascale experimental data analysis

JP Blaschke, AS Brewster, DW Paley… - Concurrency and …, 2024 - Wiley Online Library
X‐ray scattering experiments using free electron lasers (XFELs) are a powerful tool to
determine the molecular structure and function of unknown samples (such as COVID‐19 …

The LBNL superfacility project report

D Bard, C Snavely, L Gerhardt, J Lee, B Totzke… - arxiv preprint arxiv …, 2022 - arxiv.org
The Superfacility model is designed to leverage HPC for experimental science. It is more
than simply a model of connected experiment, network, and HPC facilities; it encompasses …

Integrating HPC, AI, and Workflows for Scientific Data Analysis (Dagstuhl Seminar 23352)

RM Badia, L Berti-Equille, RF da Silva… - Dagstuhl Reports, 2024 - drops.dagstuhl.de
Abstract The Dagstuhl Seminar 23352, titled" Integrating HPC, AI, and Workflows for
Scientific Data Analysis," held from August 27 to September 1, 2023, was a significant event …