Novel Approaches Toward Scalable Composable Workflows in Hyper-Heterogeneous Computing Environments

Published in:

, 2097-2108 ( 2023)

Author(s):

Bader, Jonathan, Belak, Jim, Bement, Matthew, Berry, Matthew, Carson, Robert, Cassol, Daniela, Chan, Stephen, Coleman, John, Day, Kastan, Duque, Alejandro, Fagnan, Kjiersten, Froula, Jeff, Jha, Shantenu, Katz, Daniel S., Kica, Piotr, Kindratenko, Volodymyr, Kirton, Edward, Kothadia, Ramani, Laney, Daniel, Lehmann, Fabian, Leser, Ulf, Lichołai, Sabina, Malawski, Maciej, Melara, Mario, Player, Elais, Rolchigo, Matt, Sarrafan, Setareh, Sul, Seung-Jin, Syed, Abdullah, Thamsen, Lauritz, Titov, Mikhail, Turilli, Matteo, Caino-Lores, Silvina, Mandal, Anirban

DOI:

10.1145/3624062.3626283

Abstract:

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.

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