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Provenance as Essential Infrastructure for Data Lakes
5 references·0 citing·26 second hop
Provenance as Essential Infrastructure for Data Lakes (2016)Provenance as Essential Infrastructure fo…Komadu: A Capture and Visualization System for Scientific Data Provenance (2015)Komadu: A Capture and Visuali…Data Wrangling: The Challenging Yourney from the Wild to the Lake. (2015)Data Wrangling: The Challengi…Big data provenance: Challenges, state of the art and opportunities (2015)Big data provenance: Challeng…HadoopProv: towards provenance as a first class citizen in MapReduce (2013)HadoopProv: towards provenanc…Linking multiple workflow provenance traces for interoperable collaborative science (2010)Linking multiple workflow pro…Scientific workflow management and the Kepler system (2005)Taverna: a tool for building and running workflows of services (2006)The Fourth Paradigm: Data-Intensive Scientific Discovery (2009)Achieving reproducibility by combining provenance with service and workflow versioning (2011)ProPub: Towards a Declarative Approach for Publishing Customized, Policy-Aware Provenance (2011)Toward data lakes as central building blocks for data management and analysis (2022)A Framework for Collecting Provenance in Data-Centric Scientific Workflows (2006)The Open Provenance Model core specification (v1.1) (2010)Provenance Analytics for Workflow-Based Computational Experiments (2018)PROV-IO: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems (2024)Data integration: the teenage years (2006)A Survey of Extract–Transform–Load Technology (2009)Security and Privacy : Global Standards for Ethical Identity Management in Contemporary Liberal Democratic States (2011)Towards Information Profiling: Data Lake Content Metadata Management (2016)The VADA Architecture for Cost-Effective Data Wrangling (2017)Modeling Data Lakes with Data Vault: Practical Experiences, Assessment, and Lessons Learned (2019)A survey of data provenance in e-science (2005)Computational solutions to large-scale data management and analysis (2010)Big data and its technical challenges (2014)A systematic review of provenance systems (2018)Big and open linked data analytics ecosystem: Theoretical background and essential elements (2018)Big data quality framework: a holistic approach to continuous quality management (2021)RAMP (2011)Big Data Storage (2016)Crossing analytics systems: A case for integrated provenance in data lakes (2016)Improving reproducibility of data science pipelines through transparent provenance capture (2020)
this work references cited by second hop

References

  • 2015Data Wrangling: The Challenging Yourney from the Wild to the Lake.120 cited
  • 2015Big data provenance: Challenges, state of the art and opportunities100 cited
  • 2013HadoopProv: towards provenance as a first class citizen in MapReduce53 cited
  • 2010Linking multiple workflow provenance traces for interoperable collaborative science37 cited
  • 2015Komadu: A Capture and Visualization System for Scientific Data Provenance36 cited

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