TY - GEN
T1 - Novel Approaches Toward Scalable Composable Workflows in Hyper-Heterogeneous Computing Environments
AU - Bader, Jonathan
AU - Belak, Jim
AU - Bement, Matthew
AU - Berry, Matthew
AU - Carson, Robert
AU - Cassol, Daniela
AU - Chan, Stephen
AU - Coleman, John
AU - Day, Kastan
AU - Duque, Alejandro
AU - Fagnan, Kjiersten
AU - Froula, Jeff
AU - Jha, Shantenu
AU - Katz, Daniel S.
AU - Kica, Piotr
AU - Kindratenko, Volodymyr
AU - Kirton, Edward
AU - Kothadia, Ramani
AU - Laney, Daniel
AU - Lehmann, Fabian
AU - Leser, Ulf
AU - Licholai, Sabina
AU - Malawski, MacIej
AU - Melara, Mario
AU - Player, Elais
AU - Rolchigo, Matt
AU - Sarrafan, Setareh
AU - Sul, Seung Jin
AU - Syed, Abdullah
AU - Thamsen, Lauritz
AU - Titov, Mikhail
AU - Turilli, Matteo
AU - Caino-Lores, Silvina
AU - Mandal, Anirban
N1 - Publisher Copyright:
© 2023 ACM.
PY - 2023/11/12
Y1 - 2023/11/12
N2 - 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.
AB - 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.
KW - cloud computing
KW - high-performance computing
KW - large language models
KW - legacy workflows
KW - Scientific workflows
KW - workflow scheduling
UR - http://www.scopus.com/inward/record.url?scp=85178140885&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85178140885&partnerID=8YFLogxK
U2 - 10.1145/3624062.3626283
DO - 10.1145/3624062.3626283
M3 - Conference contribution
AN - SCOPUS:85178140885
T3 - ACM International Conference Proceeding Series
SP - 2097
EP - 2108
BT - Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023
PB - Association for Computing Machinery
T2 - 2023 International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023
Y2 - 12 November 2023 through 17 November 2023
ER -