Skip to main content
OSTI.GOVU.S. Department of Energy Office of Scientific and Technical Information
U.S. Department of Energy
Office of Scientific and Technical Information
 

Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows

Technical Report ·
DOI:https://doi.org/10.2172/2474744· OSTI ID:2474744
 [1];  [2];  [3];  [4];  [5];  [6];  [7];  [1];  [8];  [9];  [5];  [10];  [11];  [2];  [1];  [5];  [1];  [12];  [13];  [3] more »;  [14];  [5];  [15];  [16];  [17];  [18];  [1];  [19];  [20];  [2];  [21];  [22];  [23];  [24];  [16];  [25];  [1];  [1];  [26];  [24];  [27];  [28];  [29];  [30];  [31];  [32];  [26];  [33];  [5];  [34];  [35];  [36];  [3];  [37];  [38];  [39];  [40];  [8];  [24];  [25];  [25];  [41];  [37];  [15];  [42];  [37];  [1];  [43];  [44];  [45];  [46];  [47];  [46];  [5];  [44];  [48];  [37];  [1];  [49];  [26];  [50];  [1];  [51];  [52];  [53];  [54];  [55];  [56];  [57];  [1];  [37];  [1];  [58];  [59];  [1];  [60];  [61];  [62];  [63];  [58];  [64];  [56];  [65];  [66];  [67];  [68];  [8];  [69] « less
  1. Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
  2. Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
  3. Univ. of Chicago, IL (United States)
  4. United Kingdom Atomic Energy Authority (UKAEA), Abingdon (United Kingdom)
  5. Argonne National Laboratory (ANL), Argonne, IL (United States)
  6. NVIDIA Corporation, Santa Clara, CA (United States)
  7. Univ. of Manchester (United Kingdom)
  8. Univ. of Melbourne, VIC (Australia)
  9. Hewlett Packard Enterprise, Houston, TX (United States)
  10. Princeton Plasma Physics Laboratory (PPPL), Princeton, NJ (United States)
  11. Univ. of Freiburg (Germany)
  12. Federal Univ. of Pará (Brazil)
  13. Hewlett Packard Labs., Palo Alto, CA (United States)
  14. Technical Univ. of Berlin (Germany)
  15. National Institute for Research in Digital Science and Technology (Inria), Le Chesnay-Rocquencourt (France)
  16. Pawsey Supercomputing Research Centre, Kensington (Australia)
  17. Paris Dauphine Univ. (France)
  18. Tennessee Technological Univ., Cookeville, TN (United States)
  19. Univ. of Georgia, Athens, GA (United States)
  20. Univ. of Rennes (France)
  21. Loyola Marymount Univ., Los Angeles, CA (United States)
  22. San Diego Supercomputing Center, La Jolla, CA (United States)
  23. Univ. degli Studi di Torino (Italy)
  24. Universidade Federal Fluminense, Rio de Janiero (Brazil)
  25. Humboldt Univ. of Berlin (Germany)
  26. Univ. Innsbruck (Austria)
  27. Univ. of Edinburgh, Scotland (United Kingdom)
  28. Florida State Univ., Tallahassee, FL (United States)
  29. German Cancer Research Center, Heidelberg (Germany)
  30. General Electric Research Lab., Schenectady, NY (United States)
  31. Univ. Politecnica de Madrid (Spain)
  32. Ryax Technologies, Saint-Fons (France)
  33. Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
  34. Univ. of Basel (Switzerland)
  35. Standard Chartered (Singapore)
  36. Univ. of Western Australia, Perth, WA (Australia)
  37. Barcelona Supercomputing Center (Spain)
  38. Santa Clara Univ., Santa Clara, CA (United States)
  39. Max Planck Institute for Sustainable Materials, Düsseldorf (Germany)
  40. Uppsala Univ. (Sweden)
  41. Univ. of California, Irvine, CA (United States)
  42. Peter MacCallum Cancer Centre, Melbourne (Australia)
  43. DePaul Univ., Chicago, IL (United States)
  44. Univ. of Tennessee, Knoxville, TN (United States)
  45. RIKEN Center for Computational Science, Kobe (Japan)
  46. Univ. of Turin (Italy)
  47. Univ. of Maryland, College Park, MD (United States)
  48. University of Hagen (Germany)
  49. Vrije Univ., Amsterdam (Netherlands)
  50. Montclair State University, NJ (United States)
  51. Pacific Biosciences, Menlo Park, CA (United States)
  52. Forschungszentrum Juelich (Germany)
  53. Univ. of Puerto Rico, San Juan, PR (United States)
  54. Utrecht University (Netherlands)
  55. Centre for Development of Advanced Computing (C-DAC), Pune (India)
  56. Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
  57. New Zealand eScience Infrastructure, Auckland (New Zealand)
  58. University of Notre Dame, IN (United States)
  59. Univ. of Massachusetts, Amherst, MA (United States)
  60. Universita` della Calabria, Rende (Italy)
  61. Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
  62. Univ. of Glasgow, Scotland (United Kingdom)
  63. Brookhaven National Laboratory (BNL), Upton, NY (United States)
  64. Univ. of Southern California, Los Angeles, CA (United States)
  65. Riga Stradiņš Univ. (Latvia)
  66. Univ. of Amsterdam (Netherlands)
  67. Univ. of New South Wales, Sydney, NSW (Australia)
  68. National Institutes of Health (NIH), Bethesda, MD (United States)
  69. Friedrich Schiller Univ., Jena (Germany)
+ Show Author Affiliations

The 2024 Workflows Community Summit report presents the outcomes of a three-day international gathering that brought together 109 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.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF)
Sponsoring Organization:
USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)
DOE Contract Number:
AC05-00OR22725
OSTI ID:
2474744
Report Number(s):
ORNL/TM--2024/3573
Country of Publication:
United States
Language:
English

Similar Records

HPC-FAIR: A Framework Managing Data and AI Models for Analyzing and Optimizing Scientific Applications
Technical Report · Mon Sep 30 00:00:00 EDT 2024 · OSTI ID:2504172
A Community Roadmap for Scientific Workflows Research and Development
Conference · Mon Nov 01 00:00:00 EDT 2021 · OSTI ID:1837860
Towards Lightweight Data Integration Using Multi-Workflow Provenance and Data Observability
Conference · Sun Oct 01 00:00:00 EDT 2023 · OSTI ID:2301623

Related Subjects

97 MATHEMATICS AND COMPUTING