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Big Data Provenance: Challenges, State of the Art and Opportunities

Ability to track provenance is a key feature of scientific workflows to support data lineage and reproducibility. The challenges that are introduced by the volume, variety and velocity of Big Data, also pose related challenges for provenance and quality of Big Data, defined as veracity. The increasi...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Proc IEEE Int Conf Big Data
Prif Awduron: Wang, Jianwu, Crawl, Daniel, Purawat, Shweta, Nguyen, Mai, Altintas, Ilkay
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2015
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5796788/
https://ncbi.nlm.nih.gov/pubmed/29399671
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/BigData.2015.7364047
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