Refactoring of Ocean Data Processing and Visualization Software Using Scientific Workflow Modeling
The Arctic Package is a MATLAB software package for modeling and visualization of acoustic propagation. It aims to improve the accessibility and understanding of ocean processes and how they affect the climate. This thesis investigates how the Arctic Package can be adapted to a scientific workflow c...
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The University of Bergen
2021
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Online Access: | https://hdl.handle.net/11250/2770404 |
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ftunivbergen:oai:bora.uib.no:11250/2770404 2023-05-15T14:37:44+02:00 Refactoring of Ocean Data Processing and Visualization Software Using Scientific Workflow Modeling Sognnes, Eirin 2021-08-19T22:00:23Z application/pdf https://hdl.handle.net/11250/2770404 eng eng The University of Bergen https://hdl.handle.net/11250/2770404 Copyright the Author. All rights reserved 754199 Master thesis 2021 ftunivbergen 2023-03-14T17:39:42Z The Arctic Package is a MATLAB software package for modeling and visualization of acoustic propagation. It aims to improve the accessibility and understanding of ocean processes and how they affect the climate. This thesis investigates how the Arctic Package can be adapted to a scientific workflow context and how the adaptation affects software quality. Two workflow models were created, one with a textual specification implemented in Airflow and one with a graphical specification implemented in KNIME. To adapt the Arctic Package to a scientific workflow, the package was refactored and a new graphical user interface created. Additionally, a DevOps pipeline was established to simplify distribution and setup of the workflows. The software quality for the original Arctic Package and the two workflow models was evaluated using the ISO/IEC 25010 standard. The results showed that the Airflow workflow scored best in total for software quality, but overall software quality improved in both of the workflow based implementations compared to the original Arctic Package. Masteroppgåve i Programutvikling samarbeid med HVL PROG399 MAMN-PROG Master Thesis Arctic University of Bergen: Bergen Open Research Archive (BORA-UiB) Arctic |
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Open Polar |
collection |
University of Bergen: Bergen Open Research Archive (BORA-UiB) |
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ftunivbergen |
language |
English |
topic |
754199 |
spellingShingle |
754199 Sognnes, Eirin Refactoring of Ocean Data Processing and Visualization Software Using Scientific Workflow Modeling |
topic_facet |
754199 |
description |
The Arctic Package is a MATLAB software package for modeling and visualization of acoustic propagation. It aims to improve the accessibility and understanding of ocean processes and how they affect the climate. This thesis investigates how the Arctic Package can be adapted to a scientific workflow context and how the adaptation affects software quality. Two workflow models were created, one with a textual specification implemented in Airflow and one with a graphical specification implemented in KNIME. To adapt the Arctic Package to a scientific workflow, the package was refactored and a new graphical user interface created. Additionally, a DevOps pipeline was established to simplify distribution and setup of the workflows. The software quality for the original Arctic Package and the two workflow models was evaluated using the ISO/IEC 25010 standard. The results showed that the Airflow workflow scored best in total for software quality, but overall software quality improved in both of the workflow based implementations compared to the original Arctic Package. Masteroppgåve i Programutvikling samarbeid med HVL PROG399 MAMN-PROG |
format |
Master Thesis |
author |
Sognnes, Eirin |
author_facet |
Sognnes, Eirin |
author_sort |
Sognnes, Eirin |
title |
Refactoring of Ocean Data Processing and Visualization Software Using Scientific Workflow Modeling |
title_short |
Refactoring of Ocean Data Processing and Visualization Software Using Scientific Workflow Modeling |
title_full |
Refactoring of Ocean Data Processing and Visualization Software Using Scientific Workflow Modeling |
title_fullStr |
Refactoring of Ocean Data Processing and Visualization Software Using Scientific Workflow Modeling |
title_full_unstemmed |
Refactoring of Ocean Data Processing and Visualization Software Using Scientific Workflow Modeling |
title_sort |
refactoring of ocean data processing and visualization software using scientific workflow modeling |
publisher |
The University of Bergen |
publishDate |
2021 |
url |
https://hdl.handle.net/11250/2770404 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic |
genre_facet |
Arctic |
op_relation |
https://hdl.handle.net/11250/2770404 |
op_rights |
Copyright the Author. All rights reserved |
_version_ |
1766309936303702016 |