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HadoopProv: towards provenance as a first class citizen in MapReduce
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HadoopProv: towards provenance as a first class citizen in MapReduce (2013)HadoopProv: towards provenance as a first…RAMP (2011)RAMPLIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems (2021)LIMA: Fine-grained Lineage Tr…Improving reproducibility of data science pipelines through transparent provenance capture (2020)Improving reproducibility of …A survey of simulation provenance systems: modeling, capturing, querying, visualization, and advanced utilization (2018)A survey of simulation proven…Scaling SPADE to Big provenance (2016)Scaling SPADE to Big provenan…Provenance as Essential Infrastructure for Data Lakes (2016)Provenance as Essential Infra…Crossing analytics systems: A case for integrated provenance in data lakes (2016)Crossing analytics systems: A…Big Data Storage (2016)Big Data StorageBig Data Provenance: State-Of-The-Art Analysis and Emerging Research Challenges (2016)Big Data Provenance: State-Of…Provenance for Generalized Map and Reduce Workflows (2011)A systematic review of provenance systems (2018)Provenance management in curated databases (2006)Provenance and scientific workflows (2008)Putting lipstick on pig (2011)The societal impact of big data: A research roadmap for EuropeBig data: The next frontier for innovation, competition, and productivity (2011)Towards a Big Data Analytics Framework for IoT and Smart City Applications (2014)The societal impact of big data: A research roadmap for Europe (2018)Big Data Analytics: A Survey (2022)Linking multiple workflow provenance traces for interoperable collaborative science (2010)Big data provenance: Challenges, state of the art and opportunities (2015)Data Wrangling: The Challenging Yourney from the Wild to the Lake. (2015)Kepler: an extensible system for design and execution of scientific workflows (2004)Provenance Collection Support in the Kepler Scientific Workflow System (2006)The Open Provenance Model core specification (v1.1) (2010)A Mapping Study about Data Lakes: An Improved Definition and Possible Architectures (2019)Data Lakes: A Survey Paper (2022)Toward data lakes as central building blocks for data management and analysis (2022)SPADE: Support for Provenance Auditing in Distributed Environments (2012)Kepler: An Extensible System for Design and Execution of Scientific Workflows (2004)Taverna: a tool for the composition and enactment of bioinformatics workflows (2004)Scientific workflow management and the Kepler system (2005)VisTrails (2006)Artificial intelligence faces reproducibility crisis (2018)Reproducibility vs. Replicability: A Brief History of a Confused Terminology (2018)Data pipeline quality: Influencing factors, root causes of data-related issues, and processing problem areas for developers (2023)Supporting Better Insights of Data Science Pipelines with Fine-grained Provenance (2024)An LLM-guided platform for multi-granular collection and management of data provenance (2025)Incremental knowledge base construction using DeepDive (2015)
this work references cited by second hop

References

  • 2011RAMP70 cited

Cited by

  • 2016Big Data Storage52 cited
  • 2020Improving reproducibility of data science pipelines through transparent provenance capture43 cited
  • 2016Crossing analytics systems: A case for integrated provenance in data lakes42 cited
  • 2021LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems30 cited
  • 2016Big Data Provenance: State-Of-The-Art Analysis and Emerging Research Challenges22 cited
  • 2018A survey of simulation provenance systems: modeling, capturing, querying, visualization, and advanced utilization13 cited
  • 2016Provenance as Essential Infrastructure for Data Lakes13 cited
  • 2016Scaling SPADE to Big provenance13 cited

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