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An Extended, Consolidated View on Specification Languages for Data Analysis Workflows
Data analysis workflows (DAWs) are widely used in the scientific world. However, different communities created a plethora of …
Sebastian Müller, Ninon De Mecquenem, Christopher Lazik, Svetlana Kulagina, Jan Arne Sparka, Fabian Lehmann, Ben Sherman, Marcus Hilbrich, Lars Grunske
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Differences in Workflow Systems: A Use-Case Driven Comparison
Scientific Workflow Management Systems (SWMS) are software systems designed to enable the scalable, distributed, and reproducible …
Vasilis Bountris, Fabian Lehmann, Felix Kummer, Luis Neuhaus, Ulf Leser
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Optimizing Workflow Execution by Cost-effective I/O Monitoring, Bottleneck Analysis, and Proactive Resource Assignment
Modern workflow systems typically rely on static resource allocation that does not change during the execution and is often based on …
Joel Witzke, Ansgar Lößer, Jonathan Bader, Fabian Lehmann, Björn Scheuermann, Florian Schintke
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Portable and Scalable Workflows for Earth Observation Data Analysis with Nextflow
The amount of satellite data in Earth Observation (EO) is rapidly increasing, providing scientists with new opportunities to study how …
Fabian Lehmann, Katarzyna Ewa Lewinska, David Frantz, Dirk Pflugmacher, Florian Katerndahl, Felix Kummer, Patrick Hostert, Ulf Leser
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Predicting the Performance of Scientific Workflow Tasks for Cluster Resource Management: An Overview of the State of the Art
Scientific workflow management systems support large-scale data analysis on cluster infrastructures. For this, they interact with …
Jonathan Bader, Kathleen West, Soeren Becker, Svetlana Kulagina, Fabian Lehmann, Lauritz Thamsen, Henning Meyerhenke, Odej Kao
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