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DTLMod: A simulation framework for in situ workflow optimization

delete2026-08-07
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PRE
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Frédéric Suter
DOI:10.1016/j.future.2026.108752delete
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Abstract

Abstract

En 中文
In situ processing workflows have become essential for coping with the explosion in data volume and velocity in large-scale scientific computing, providing domain scientists with early insights at runtime. Multiple frameworks implement this paradigm through a data transport layer (DTL), offering different data access modes and deployment schemes, but researchers currently lack the appropriate tools to assess design and deployment options before committing to costly real experiments.

Journal

F
Future Generation Computer Systems-The International Journal of eScience
IF:
6.1
Papers:
6.9K
Citations:
2.3W

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No organization information available
Cited Papers

Cited Papers

A lightweight method for evaluating in situ workflow efficiency
err2021-01-01
err10
errOAAI
errTu Mai Anh Do; Pottier, Loic; Caino-Lores, Silvina; da Silva, Rafael Ferreira; Cuendet, Michel A.; Weinstein, Harel; Estrada, Trilce; Taufer, Michela; Deelman, Ewa
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Simulating MPI Applications: The SMPI Approach
err2017-08-01
err36
errOAAI
errDegomme, Augustin; Legrand, Arnaud; Markomanolis, George S.; Quinson, Martin; Stillwell, Mark; Suter, Frederic
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A terminology for in situ visualization and analysis systems
err2020-08-14
err39
errOAAI
errChilds, Hank; Ahern, Sean D.; Ahrens, James; Bauer, Andrew C.; Bennett, Janine; Bethel, E. Wes; Bremer, Peer-Timo; Brugger, Eric; Cottam, Joseph; Dorier, Matthieu; Dutta, Soumya; Favre, Jean M.; Fogal, Thomas; Frey, Steffen; Garth, Christoph; Geveci, Berk; Godoy, William F.; Hansen, Charles D.; Harrison, Cyrus; Hentschel, Bernd; Insley, Joseph; Johnson, Chris R.; Klasky, Scott; Knoll, Aaron; Kress, James; Larsen, Matthew; Lofstead, Jay; Ma, Kwan-Liu; Malakar, Preeti; Meredith, Jeremy; Moreland, Kenneth; Navratil, Paul; O'Leary, Patrick; Parashar, Manish; Pascucci, Valerio; Patchett, John; Peterka, Tom; Petruzza, Steve; Podhorszki, Norbert; Pugmire, David; Rasquin, Michel; Rizzi, Silvio; Rogers, David H.; Sane, Sudhanshu; Sauer, Franz; Sisneros, Robert; Shen, Han-Wei; Usher, Will; Vickery, Rhonda; Vishwanath, Venkatram; Wald, Ingo; Wang, Ruonan; Weber, Gunther H.; Whitlock, Brad; Wolf, Matthew; Yu, Hongfeng; Ziegeler, Sean B.
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In Situ Methods, Infrastructures, and Applications on High Performance Computing Platforms
err2016-07-04
err0
errOAAI
errA. C. Bauer; H. Abbasi; J. Ahrens; H. Childs; B. Geveci; S. Klasky; K. Moreland; P. O'Leary; V. Vishwanath; B. Whitlock; E. W. Bethel
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