A Community Roadmap for Scientific Workflows Research and Development

Abstract:

Preprint: https://arxiv.org/abs/2110.02168

The landscape of workflow systems for scientific applications is notoriously convoluted with hundreds of seemingly equivalent workflow systems, many isolated research claims, and a steep learning curve. To address some of these challenges and lay the groundwork for transforming workflows research and development, the WorkflowsRI and ExaWorks projects partnered to bring the international workflows community together.

This paper reports on discussions and findings from two virtual "Workflows Community Summits" (January and April, 2021). The overarching goals of these workshops were to develop a view of the state of the art, identify crucial research challenges in the workflows community, articulate a vision for potential community efforts, and discuss technical approaches for realizing this vision. To this end, participants identified six broad themes: FAIR computational workflows; AI workflows; exascale challenges; APIs, interoperability, reuse, and standards; training and education; and building a workflows community. We summarize discussions and recommendations for each of these themes.

SEEK ID: https://workflowhub.eu/publications/15

DOI: 10.1109/WORKS54523.2021.00016

Teams: FAIR Computational Workflows

Publication type: Journal

Journal: 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS)

Book Title: 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS)

Publisher: IEEE

Citation: 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS),pp.81-90,IEEE

Date Published: 1st Nov 2021

Registered Mode: by DOI

Authors: Rafael Ferreira da Silva, Henri Casanova, Kyle Chard, Ilkay Altintas, Rosa M Badia, Bartosz Balis, Taina Coleman, Frederik Coppens, Frank Di Natale, Bjoern Enders, Thomas Fahringer, Rosa Filgueira, Grigori Fursin, Daniel Garijo, Carole Goble, Dorran Howell, Shantenu Jha, Daniel S. Katz, Daniel Laney, Ulf Leser, Maciej Malawski, Kshitij Mehta, Loic Pottier, Jonathan Ozik, J. Luc Peterson, Lavanya Ramakrishnan, Stian Soiland-Reyes, Douglas Thain, Matthew Wolf

Citation
da Silva, R. F., Casanova, H., Chard, K., Altintas, I., Badia, R. M., Balis, B., Coleman, T., Coppens, F., Di Natale, F., Enders, B., Fahringer, T., Filgueira, R., Fursin, G., Garijo, D., Goble, C., Howell, D., Jha, S., Katz, D. S., Laney, D., … Wolf, M. (2021). A Community Roadmap for Scientific Workflows Research and Development. In 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS). 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS). IEEE. https://doi.org/10.1109/works54523.2021.00016
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Created: 25th Apr 2022 at 11:49

Last updated: 25th Apr 2022 at 11:53

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