| Title: |
Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows |
| Authors: |
Ferreira da Silva, Rafael; Bard, Deborah; Chard, Kyle; de Witt, Shaun; Foster, Ian; Gibbs, Tom; Goble, Carole; Godoy, William; Gustafsson, Johan; Haus, Utz-Uwe; Hudson, Stephen; Jha, Shantenu; Los, Laila; Paine, Drew; Suter, Frédéric; Ward, Logan; Wilkinson, Sean; Amaris, Marcos; Babuji, Yadu; Bader, Jonathan; Balin, Riccardo; Balouek, Daniel; Beecroft, Sarah; Belhajjame, Khalid; Bhattarai, Rajat; Brewer, Wes; Brunk, Paul; Caino-Lores, Silvina; Casanova, Henri; Cassol, Daniela; Coleman, Jared; Coleman, Taina; Colonnelli, Iacopo; Da Silva, Anderson Andrei; de Oliveira, Daniel; Elahi, Pascal; Elfaramawy, Nour; Elwasif, Wael; Etz, Brian; Fahringer, Thomas; Ferreira, Wesley; Filgueira, Rosa; Fosso Tande, Jacob; Gadelha, Luiz; Gallo, Andy; Garijo, Daniel; Georgiou, Yiannis; Gritsch, Philipp; Grubel, Patricia; Gueroudji, Amal; Guilloteau, Quentin; Hamalainen, Carlo; Hong Enriquez, Rolando; Huet, Lauren; Hunter Kesling, Kevin; Iborra, Paula; Jahangiri, Shiva; Janssen, Jan; Jordan, Joe; Kanwal, Sehrish; Kunstmann, Liliane; Lehmann, Fabian; Leser, Ulf; Li, Chen; Liu, Peini; Luettgau, Jakob; Lupat, Richard; M. Fernandez, Jose; Maheshwari, Ketan; Malik, Tanu; Marquez, Jack; Matsuda, Motohiko; Medic, Doriana; Mohammadi, Somayeh; Mulone, Alberto; Navarro, John-Luke; Ng, Kin Wai; Noelp, Klaus; P. Kinoshita, Bruno; Prout, Ryan; R. Crusoe, Michael; Ristov, Sashko; Robila, Stefan; Rosendo, Daniel; Rowell, Billy; Rybicki, Jedrzej; Sanchez, Hector; Saurabh, Nishant; Saurav, Sumit Kumar; Scogland, Tom; Senanayake, Dinindu; Shin, Woong; Sirvent, Raul; Skluzacek, Tyler; Sly-Delgado, Barry; Soiland-Reyes, Stian; Souza, Abel; Souza, Renan; Talia, Domenico; Tallent, Nathan; Thamsen, Lauritz; Titov, Mikhail; Tovar, Benjamin; Vahi, Karan; Vardar-Irrgang, Eric; Vartina, Edite; Wang, Yuandou; Wouters, Merridee; Yu, Qi; Al Bkhetan, Ziad; Zulfiqar, Mahnoor |
| Contributors: |
Oak Ridge National Laboratory Oak Ridge (ORNL); UT-Battelle, LLC; National Energy Research Scientific Computing Center (NERSC); US Department of Energy; University of Chicago; UK Atomic Energy Authority (UKAEA); Argonne National Laboratory Lemont (ANL); NVIDIA (NVIDIA); University of Manchester Manchester; Australian Biocommons; Hewlett Packard Enterprise (Hewlett Packard) (HPE); Princeton Plasma Physics Laboratory (PPPL); Princeton University; Albert-Ludwigs-Universität Freiburg = University of Freiburg; Lawrence Berkeley National Laboratory Berkeley (LBNL); Federal University of Para - Universidade Federal do Pará - UFPA Belém, Brazil (UFPA); Technical University of Berlin / Technische Universität Berlin (TUB); Software Stack for Massively Geo-Distributed Infrastructures (STACK); Centre Inria de l'Université de Rennes; Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Orange S.A.-Laboratoire des Sciences du Numérique de Nantes (LS2N); Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique); Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-NANTES UNIVERSITÉ - École Centrale de Nantes (Nantes Univ - ECN); Nantes Université (Nantes Univ)-Nantes Université (Nantes Univ)-Nantes université - UFR des Sciences et des Techniques (Nantes univ - UFR ST); Nantes Université - pôle Sciences et technologie; Nantes Université (Nantes Univ)-Nantes Université (Nantes Univ)-Nantes Université - pôle Sciences et technologie; Nantes Université (Nantes Univ)-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique); Nantes Université (Nantes Univ); Pawsey Supercomputing Research Centre; Université Paris Dauphine-PSL; Université Paris Sciences et Lettres (PSL); Tennessee Tech University Cookeville (TTU); University of Georgia USA; Scalable Storage for Clouds and Beyond (KerData); Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-SYSTÈMES LARGE ÉCHELLE (IRISA-D1); Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA); Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes); Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique); Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes); Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA); Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique); Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT); University of Hawai‘i Mānoa (UHM); Loyola Marymount University (LMU); San Diego Supercomputer Center; Università degli studi di Torino = University of Turin (UNITO); Universidade Federal Fluminense Rio de Janeiro (UFF); Humboldt-Universität zu Berlin = Humboldt University of Berlin = Université Humboldt de Berlin (HU Berlin); Leopold Franzens Universität Innsbruck - University of Innsbruck; EPCC Edinburgh; The University of Edinburgh; North Carolina State University Raleigh (NC State); University of North Carolina System (UNC); German Cancer Research Center - Deutsches Krebsforschungszentrum Heidelberg (DKFZ); GE Aerospace Research Niskayuna; Universidad Politécnica de Madrid (UPM); Ryax Technologies Lyon; Los Alamos National Laboratory (LANL); Department of Computer Science (University of Basel); Université de Bâle = University of Basel = Basel Universität (Unibas); Standard Chartered; The University of Western Australia (UWA); Barcelona Supercomputing Center - Centro Nacional de Supercomputacion (BSC-CNS); Santa Clara University; Max Planck Institute for Sustainable Materials (MPISM); Uppsala University; University of Melbourne; Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia (COPPE-UFRJ); Universidade Federal do Rio de Janeiro Brasil = Federal University of Rio de Janeiro Brazil = Université fédérale de Rio de Janeiro Brésil (UFRJ); University of California Irvine (UC Irvine); University of California (UC); Peter MacCallum Cancer Centre; DePaul University Chicago; University of Tennessee Chattanooga (UTC); RIKEN BNL Research Center (RBRC); Brookhaven National Laboratory Upton, NY (BNL); UT-Battelle, LLC-Stony Brook University SUNY (SBU); State University of New York (SUNY)-State University of New York (SUNY)-U.S. Department of Energy Washington (DOE)-UT-Battelle, LLC-Stony Brook University SUNY (SBU); State University of New York (SUNY)-State University of New York (SUNY)-U.S. Department of Energy Washington (DOE); Mälardalen University (MDH); University of Hagen Allemagne; Common Workflow Language (CWL); Montclair State University USA (MSU); Pacific Biosciences Menlo Park; Pacific Biosciences of California; Forschungszentrum Jülich GmbH; Helmholtz-Gemeinschaft = Helmholtz Association; Universidad de Puerto Rico, Río Piedras; Universiteit Utrecht / Utrecht University Utrecht; Centre for Development of Advanced Computing Thiruvananthapuram (C-DAC); Lawrence Livermore National Laboratory (LLNL); The University of Notre Dame Sydney |
| Source: |
https://hal.science/hal-04902062 ; Oak Ridge National Laboratory, USA. 2024. |
| Publisher Information: |
CCSD; Zenodo |
| Publication Year: |
2024 |
| Collection: |
Université de Nantes: HAL-UNIV-NANTES |
| Subject Terms: |
[INFO.INFO-DC]Computer Science [cs]/Distributed; Parallel; and Cluster Computing [cs.DC] |
| Description: |
The 2024 Workflows Community Summit report presents the outcomes of a three-day international gathering that brought together 111 experts from 18 countries to discuss future trends and challenges in scientific workflows. The summit focused on six key areas: time-sensitive workflows, convergence of AI and HPC workflows, multi-facility workflows, heterogeneous HPC environments, user experience and interfaces, and FAIR computational workflows. Discussions highlighted emerging challenges such as integrating AI with traditional HPC, managing workflows across diverse facilities, addressing heterogeneity in computing environments, and ensuring workflows are findable, accessible, interoperable, and reusable (FAIR). The report outlines recent advances, ongoing challenges, and provides recommendations for each topic area, emphasizing the need for standardization, improved interoperability, and the development of more sophisticated tools and frameworks to support the evolving landscape of scientific workflows in the era of exascale computing and AI integration. |
| Document Type: |
report |
| Language: |
English |
| DOI: |
10.5281/zenodo.13844758 |
| Availability: |
https://hal.science/hal-04902062; https://hal.science/hal-04902062v1/document; https://hal.science/hal-04902062v1/file/Workflows_Community_Summit_2024.pdf; https://doi.org/10.5281/zenodo.13844758 |
| Rights: |
http://creativecommons.org/licenses/by/ ; info:eu-repo/semantics/OpenAccess |
| Accession Number: |
edsbas.58348231 |
| Database: |
BASE |