Boosting Group-Level Synergies by Using a Shared Modeling Framework
| Autor: | Kurt Roth, Benjamin Herdeanu, Yunus Sevinchan, Harald Mack, Lukas Riedel |
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| Rok vydání: | 2020 |
| Předmět: |
Boosting (machine learning)
Process management business.industry Computer science Best practice 020207 software engineering 02 engineering and technology 01 natural sciences Software quality Workflow Software 0103 physical sciences Sustainability 0202 electrical engineering electronic engineering information engineering Distributed development business 010303 astronomy & astrophysics Reusability |
| Zdroj: | Lecture Notes in Computer Science ISBN: 9783030504359 ICCS (7) |
| Popis: | Modern software engineering has established sophisticated tools and workflows that enable distributed development of high-quality software. Here, we present our experiences in adopting these workflows to collectively develop, maintain, and use research software, specifically: a modeling framework for complex and evolving systems. We exemplify how sharing this modeling framework within our research group helped conveying software engineering best practices, fostered cooperation, and boosted synergies. Together, these experiences illustrate that the adoption of modern software engineering workflows is feasible in the dynamically changing academic context, and how these practices facilitate reliability, reproducibility, reusability, and sustainability of research software, ultimately improving the quality of the resulting scientific output. |
| Databáze: | OpenAIRE |
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