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Automated generation of scientific workflow generators with WfChef

https://doi.org/10.1016/j.future.2023.04.031

Coleman, Tainã ; Casanova, Henri ; Ferreira da Silva, Rafael ( October 2023 , Future Generation Computer Systems)

Free, publicly-accessible full text available October 1, 2024
WfCommons: Data Collection and Runtime Experiments using Multiple Workflow Systems

Casanova, H. ; K. Berney, K. ; Chastel, S. ; R. Ferreira da Silva, Rafael ( June 2023 , 1st IEEE International Workshop on Workflows in Distributed Environments (WiDE))

Scientific workflows have become ubiquitous across scientific fields, and their execution methods and systems continue to be the subject of research and development. Most experimental evaluations of these workflows rely on workflow instances, which can be either real-world or synthetic, to ensure relevance to current application domains or explore hypothetical/future scenarios. The WfCommons project addresses this need by providing data and tools to support such evaluations. In this paper, we present an overview of WfCommons and describe two recent developments. Firstly, we introduce a workflow execution "tracer" for NextFlow, which significantly enhances the set of real-world instances available in WfCommons. Secondly, we describe a workflow instance "translator" that enables the execution of any real-world or synthetic WfCommons workflow instance using Dask. Our contributions aim to provide researchers and practitioners with more comprehensive resources for evaluating scientific workflows.
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Free, publicly-accessible full text available June 1, 2024
WfBench: Automated Generation of Scientific Workflow Benchmarks

https://doi.org/10.1109/PMBS56514.2022.00014

Coleman, Taina ; Casanova, Henri ; Maheshwari, Ketan ; Pottier, Loic ; Wilkinson, Sean R. ; Wozniak, Justin ; Suter, Frederic ; Shankar, Mallikarjun ; Da Silva, Rafael Ferreira ( November 2022 , 13th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer System (PBMS))

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On the Feasibility of Simulation-driven Portfolio Scheduling for Cyberinfrastructure Runtime Systems

Casanova. H. ; Wong Y. C. ; Pottier, L. ; Ferreira da Silva, R. ( July 2022 , 25th Workshop on Job Scheduling Strategies for Parallel Processing)

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WfCommons: A framework for enabling scientific workflow research and development

https://doi.org/10.1016/j.future.2021.09.043

Coleman, Tainã ; Casanova, Henri ; Pottier, Loïc ; Kaushik, Manav ; Deelman, Ewa ; Ferreira da Silva, Rafael ( March 2022 , Future Generation Computer Systems)
null (Ed.)
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Emerging Frameworks for Advancing Scientific Workflows Research, Development, and Education

https://doi.org/10.1109/WORKS54523.2021.00015

Casanova, Henri ; Deelman, Ewa ; Gesing, Sandra ; Hildreth, Michael ; Hudson, Stephen ; Koch, William ; Larson, Jeffrey ; McDowell, Mary Ann ; Meyers, Natalie ; Navarro, John-Luke ; et al ( November 2021 , 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS))

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