A community roadmap for scientific workflows research and development

RF Da Silva, H Casanova, K Chard… - … IEEE Workshop on …, 2021 - ieeexplore.ieee.org
The landscape of workflow systems for scientific applications is notoriously convoluted with
hundreds of seemingly equivalent workflow systems, many isolated research claims, and a …

[PDF][PDF] FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity Clusters.

F Lehmann, D Frantz, S Becker, U Leser… - CIKM …, 2021 - informatik.hu-berlin.de
Abstract Modern Earth Observation (EO) often analyses hundreds of gigabytes of data from
thousands of satellite images. This data usually is processed with hand-made scripts …

Workflows community summit: Advancing the state-of-the-art of scientific workflows management systems research and development

RF da Silva, H Casanova, K Chard, T Coleman… - arXiv preprint arXiv …, 2021 - arxiv.org
Scientific workflows are a cornerstone of modern scientific computing, and they have
underpinned some of the most significant discoveries of the last decade. Many of these …

[HTML][HTML] Validity constraints for data analysis workflows

F Schintke, K Belhajjame, N De Mecquenem… - Future Generation …, 2024 - Elsevier
Porting a scientific data analysis workflow (DAW) to a cluster infrastructure, a new software
stack, or even only a new dataset with some notably different properties is often challenging …

A consolidated view on specification languages for data analysis workflows

M Hilbrich, S Müller, S Kulagina, C Lazik… - … Applications of Formal …, 2022 - Springer
Data analysis workflows (DAWs) are widely used in the scientific world. However, different
communities created a plethora of domain-specific languages (DSLs) to specify their DAWs …

CuttleFlow: Infrastructure-Specific Workflow Adaption for Improved Reusability

N De Mecquenem, S Bosse, V Bountris… - 2024 IEEE 20th …, 2024 - ieeexplore.ieee.org
Scientific workflows have gained popularity for large-scale data analysis due to their
potential to improve the reproducibility, scalability and documentation of complex multistep …

Are Workflows a Language to Solve Software Management Challenges?–A ßMACH Based Analysis

M Hilbrich, V Bountris - New Trends in Intelligent Software …, 2022 - ebooks.iospress.nl
A language in computer science is not just a tool, the language defines essential aspects of
the software management process. The language determines persons/actors/roles in the …

[PDF][PDF] FORCE on Snakemake

L Neuhaus - 2023 - informatik.hu-berlin.de
2. Zielsetzung Ziel dieser Arbeit ist es, die Eigenschaften des auf Python basierenden WMS
Snakemake zu charakterisieren. Dies soll auf Basis einer Portierung eines bestimmten …

[PDF][PDF] FORCE on Argo Workflow Studienprojekt Exposé

R Knapp - 2022 - informatik.hu-berlin.de
2 Zielsetzung Ziel des avisierten Studienprojekts ist die Portierung eines Workflows auf ein
Workflow Management System, welches es potentiell ermöglicht den wissenschaftlichen …