From Legacy to Leadership: Transforming OLCF's Data Repository for the Future of Open Scientific Data

The Oak Ridge Leadership Computing Facility (OLCF) recently updated their open, generalist large-data repository, "Constellation," a service provided to our exascale supercomputer facility users and scientists at Oak Ridge National Laboratory. This update represents a significant leap forward in the application of sustainable and FAIR (Findable, Accessible, Interoperable, Reusable) data principles in advanced scientific research. This presentation will explore Constellations' transformation, focusing on adoption of open-source community technologies as Digital Public Goods (DPG), repurposing large-data hardware infrastructure, data curation at scale, and integration of data services to address the challenges of large-scale data management and sharing. Additionally, the presentation will dive into an initial approach on using artificial intelligence (AI) to help with automating metadata extraction and explore what is missing to enable AI with/for data curation. The presentation will highlight key design and governance updates, providing actionable insights for repository managers. Finally, this presentation will offer a vision for the future of repositories in enabling global collaboration and tackling emerging scientific challenges.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-18
DOI
https://doi.org/10.5281/zenodo.15758686
Primary Topic
Research Data Management Practices
Type
article
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article

From Legacy to Leadership: Transforming OLCF's Data Repository for the Future of Open Scientific Data

Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

From Legacy to Leadership: Transforming OLCF's Data Repository for the Future of Open Scientific Data

article en

Abstract

The Oak Ridge Leadership Computing Facility (OLCF) recently updated their open, generalist large-data repository, "Constellation," a service provided to our exascale supercomputer facility users and scientists at Oak Ridge National Laboratory. This update represents a significant leap forward in the application of sustainable and FAIR (Findable, Accessible, Interoperable, Reusable) data principles in advanced scientific research. This presentation will explore Constellations' transformation, focusing on adoption of open-source community technologies as Digital Public Goods (DPG), repurposing large-data hardware infrastructure, data curation at scale, and integration of data services to address the challenges of large-scale data management and sharing. Additionally, the presentation will dive into an initial approach on using artificial intelligence (AI) to help with automating metadata extraction and explore what is missing to enable AI with/for data curation. The presentation will highlight key design and governance updates, providing actionable insights for repository managers. Finally, this presentation will offer a vision for the future of repositories in enabling global collaboration and tackling emerging scientific challenges.

Zenodo (CERN European Organization for Nuclear Research)
Oak Ridge National Laboratory (US), Fédération Nationale des Centres d'Initiatives pour Valoriser l’Agriculture et le Milieu Rural (FR)
Industry, innovation and infrastructure
Openalex Percentile: Top 45%
Research Data Management Practices
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From Legacy to Leadership: Transforming OLCF's Data Repository for the Future of Open Scientific Data · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS