Szczegóły publikacji
Opis bibliograficzny
A community roadmap for scientific workflows research and development / Rafael Ferreira da Silva, [et al.], Bartosz BALIŚ, [et al.], Maciej MALAWSKI, [et al.] // W: WORKS21 [Dokument elektroniczny] : 16th workshop on Workflows in Support of large-scale science : held in conjunction with SC21: the international conference for High performance computing, networking, storage and analysis : St. Louis, Missouri, USA, November 14–19, 2021 : proceedings. — Wersja do Windows. — Dane tekstowe. — Piscataway : IEEE, cop. 2021. — e-ISBN: 978-1-6654-1136-3. — S. 81–90. — Wymagania systemowe: Adobe Reader. — Bibliogr. s. 89–90, Abstr. — Publikacja dostępna online od: 2021-12-28
Autorzy (29)
- da Silva Rafael Ferreira
- Casanova Henri
- Chard Kyle
- Altintas Ilkay
- Badia Rosa M.
- AGHBaliś Bartosz
- Coleman Tainã
- Coppens Frederik
- di Natale F.
- Enders Bjoern
- Fahringer Thomas
- Filgueira Rosa
- Fursin Grigori
- Garijo Daniel
- Goble Carole
- Howell Dorran
- Jha Shantenu
- Katz Daniel S.
- Laney Daniel
- Leser Ulf
- AGHMalawski Maciej
- Mehta Kshitij
- Pottier Loïc
- Ozik Jonathan
- Peterson J.-Luc
- Ramakrishnan Lavanya
- Soiland-Reyes Stian
- Thain Douglas
- Wolf Matthew
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 139614 |
|---|---|
| Data dodania do BaDAP | 2022-03-26 |
| Tekst źródłowy | URL |
| DOI | 10.1109/WORKS54523.2021.00016 |
| Rok publikacji | 2021 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Wydawca | Institute of Electrical and Electronics Engineers (IEEE) |
Abstract
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.
