PROV-IO ^+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems

Data provenance, or data lineage, describes the life cycle of data. In scientific workflows on HPC systems, scientists often seek diverse provenance (e.g., origins of data products, usage patterns of datasets). Unfortunately, existing provenance solutions cannot address the challenges due to their i...

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Veröffentlicht in:	IEEE transactions on parallel and distributed systems 2024-05, Vol.35 (5), p.1-18
Hauptverfasser:	Han, Runzhou, Zheng, Mai, Byna, Suren, Tang, Houjun, Dong, Bin, Dai, Dong, Chen, Yong, Kim, Dongkyun, Hassoun, Joseph, Thorsley, David
Format:	Artikel
Sprache:	eng
Schlagworte:	Data provenance high performance computing (HPC) HPC I/O libraries scientific data management Scientists workflows
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