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Conference Papers Year : 2023

Novel Approaches Toward Scalable Composable Workflows in Hyper-Heterogeneous Computing Environments

James Belak
Robert Carson
John Coleman
Shantenu Jha
Daniel Laney
Abdullah Syed
Lauritz Thamsen
Matteo Turilli
Anirban Mandal

Abstract

The annual Workshop on Workflows in Support of Large-Scale Science (WORKS) is a premier venue for the scientific workflow community to present the latest advances in research and development on the many facets of scientific workflows throughout their life-cycle. The Lightning Talks at WORKS focus on describing a novel tool, scientific workflow, or concept, which are work-in-progress and address emerging technologies and frameworks to foster discussion in the community. This paper summarizes the lightning talks at the 2023 edition of WORKS, covering five topics: leveraging large language models to build and execute workflows; developing a common workflow scheduler interface; scaling uncertainty workflow applications on exascale computing systems; evaluating a transcriptomics workflow for cloud vs. HPC systems; and best practices in migrating legacy workflows to workflow management systems.
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hal-04385285 , version 1 (10-01-2024)

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Jonathan Bader, James Belak, Matthew Bement, Matthew Berry, Robert Carson, et al.. Novel Approaches Toward Scalable Composable Workflows in Hyper-Heterogeneous Computing Environments. SC-W 2023 - Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, Nov 2023, Denver (CO), United States. pp.2097-2108, ⟨10.1145/3624062.3626283⟩. ⟨hal-04385285⟩
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