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Other literature type . 2024
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Conference object . 2024
License: CC BY
Data sources: Datacite
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Conference object . 2024
License: CC BY
Data sources: Datacite
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Proposing a New RO-Crate Profile for Enhanced Reproducibility in Computational Experiments

Authors: Adamidi, Eleni; Deligiannis, Panagiotis; Mastoraki, Aikaterina; Vergoulis, Thanasis;

Proposing a New RO-Crate Profile for Enhanced Reproducibility in Computational Experiments

Abstract

In this poster, we propose a new RO-Crate profile designed to enhance reproducibility in computational experiments. The proposed Workflow Run Performance Profile addresses the need for detailed metadata in computational research, focusing on metrics such as memory usage, CPU cores, and execution times for each task within a computational workflow. This profile aims to augment the documentation of computational efficiency, facilitating resource optimization and scalability, particularly in cloud environments where resource usage directly impacts costs. The poster emphasizes on the importance of reproducibility in scientific research and how the new profile will capture crucial computational metrics, improving transparency and enabling precise replication of experiments. The initiative is part of the TIER2 project, funded by the European Union's Horizon Europe research and innovation program.

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    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    1
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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