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Validity constraints for data analysis workflows
Porting a scientific data analysis workflow (DAW) to a cluster infrastructure, a new software stack, or even only a new dataset with …
Florian Schintke, Khalid Belhajjame, Ninon De Mecquenem, David Frantz, Vanessa Emanuela Guarino, Marcus Hilbrich, Fabian Lehmann, Paolo Missier, Rebecca Sattler, Jan Arne Sparka, Daniel T. Speckhard, Hermann Stolte, Anh Duc Vu, Ulf Leser
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A qualitative assessment of using ChatGPT as large language model for scientific workflow development
Scientific workflow systems are increasingly popular for expressing and executing complex data analysis pipelines over large datasets, …
Mario Sänger, Ninon De Mecquenem, Katarzyna Ewa Lewińska, Vasilis Bountris, Fabian Lehmann, Ulf Leser, Thomas Kosch
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Lotaru: Locally Predicting Workflow Task Runtimes for Resource Management on Heterogeneous Infrastructures
Many resource management techniques for task scheduling, energy and carbon efficiency, and cost optimization in workflows rely on …
Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Ulf Leser, Odej Kao
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Unveiling Patterns in Human Dominated Landscapes through Mapping the Mass of US Built Structures
Built structures increasingly dominate the Earth’s landscapes; their surging mass is currently overtaking global biomass. We here …
David Frantz, Franz Schug, Dominik Wiedenhofer, André Baumgart, Doris Virág, Sam Cooper, Camila Gómez-Medina, Fabian Lehmann, Thomas Udelhoven, Sebastian van der Linden, Patrick Hostert, Helmut Haberl
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