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Provenance for Computational Tasks: A Survey
2 references·16 citing·40 second hop
Provenance for Computational Tasks: A Survey (2008)Provenance for Computational Tasks: A Sur…Taverna: lessons in creating a workflow environment for the life sciences (2005)Taverna: lessons in creating …A survey of data provenance in e-science (2005)A survey of data provenance i…Production Machine Learning Pipelines (2021)Production Machine Learning P…A Large-Scale Study About Quality and Reproducibility of Jupyter Notebooks (2019)A Large-Scale Study About Qua…Reproducibility in Scientific Computing (2018)Reproducibility in Scientific…A systematic review of provenance systems (2018)A systematic review of proven…A survey on provenance: What for? What form? What from? (2017)A survey on provenance: What …noWorkflow: Capturing and Analyzing Provenance of Scripts (2015)noWorkflow: Capturing and Ana…Dynamic steering of HPC scientific workflows: A survey (2014)Dynamic steering of HPC scien…Chiron: a parallel engine for algebraic scientific workflows (2013)Chiron: a parallel engine for…Making Computations and Publications Reproducible with VisTrails (2012)Making Computations and Publi…BURRITO: Wrapping Your Lab Notebook in Computational Infrastructure (2012)BURRITO: Wrapping Your Lab No…Towards supporting the life cycle of large scale scientific experiments (2010)Towards supporting the life c…Prospective and Retrospective Provenance Collection in Scientific Workflow Environments (2010)Prospective and Retrospective…Towards a Taxonomy of Provenance in Scientific Workflow Management Systems (2009)Towards a Taxonomy of Provena…Scientific Process Automation and Workflow Management (2009)Scientific Process Automation…Provenance and scientific workflows (2008)Provenance and scientific wor…Business Provenance – A Technology to Increase Traceability of End-to-End Operations (2008)Business Provenance – A Techn…Reengineering Work: Don’t Automate, Obliterate (1990)Workflow mining: discovering process models from event logs (2004)Business Process Simulation Revisited (2010)Process Mining in the Large: A Tutorial (2014)A Templating System to Generate Provenance (2017)Scientific workflow management and the Kepler system (2005)Artifact-Centric Business Process Models: Brief Survey of Research Results and Challenges (2008)The Open Provenance Model: An Overview (2008)Taverna: a tool for building and running workflows of services (2006)Workflows and e-Science: An overview of workflow system features and capabilities (2008)Capturing and querying workflow runtime provenance with PROV (2013)A Survey on Collecting, Managing, and Analyzing Provenance from Scripts (2019)Workflow provenance in the lifecycle of scientific machine learning (2021)Workflow Patterns (2003)Provenance Collection Support in the Kepler Scientific Workflow System (2006)The design and realisation of the Virtual Research Environment for social sharing of workflows (2008)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Taverna: a tool for the composition and enactment of bioinformatics workflows (2004)Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences (2010)The fallacy of inscrutability (2018)FAIR Computational Workflows (2019)This Thing Called Fairness (2019)Why Most Published Research Findings Are False (2005)Why Most Published Research Findings Are False (2005)The Logic of Scientific Discovery (2013)Sharing interoperable workflow provenance: A review of best practices and their practical application in CWLProv (2019)A taxonomy for reproducible and replicable research in environmental modelling (2020)The data science life cycle (2020)Best Practices for Scientific Computing (2014)Jupyter Notebooks – a publishing format for reproducible computational workflows (2016)Exploration and Explanation in Computational Notebooks (2018)Assessing and restoring reproducibility of Jupyter notebooks (2020)Traceability for Trustworthy AI: A Review of Models and Tools (2021)A large-scale study on research code quality and execution (2022)A survey of trust in computer science and the Semantic Web (2007)The Open Provenance Model core specification (v1.1) (2010)Scientific Workflows (2016)YesWorkflow: A User-Oriented, Language-Independent Tool for Recovering Workflow Information from Scripts (2015)ReproZip (2016)Sustainable computational science: the ReScience initiative (2017)
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References

  • 2005A survey of data provenance in e-science1,156 cited
  • 2005Taverna: lessons in creating a workflow environment for the life sciences656 cited

Cited by

  • 2008Provenance and scientific workflows470 cited
  • 2017A survey on provenance: What for? What form? What from?298 cited
  • 2019A Large-Scale Study About Quality and Reproducibility of Jupyter Notebooks257 cited
  • 2018Reproducibility in Scientific Computing149 cited
  • 2015noWorkflow: Capturing and Analyzing Provenance of Scripts129 cited
  • 2009Towards a Taxonomy of Provenance in Scientific Workflow Management Systems112 cited
  • 2010Towards supporting the life cycle of large scale scientific experiments111 cited
  • 2008Business Provenance – A Technology to Increase Traceability of End-to-End Operations86 cited
  • 2009Scientific Process Automation and Workflow Management82 cited
  • 2012BURRITO: Wrapping Your Lab Notebook in Computational Infrastructure82 cited
  • 2010Prospective and Retrospective Provenance Collection in Scientific Workflow Environments72 cited
  • 2021Production Machine Learning Pipelines65 cited
  • 2012Making Computations and Publications Reproducible with VisTrails

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65 cited
  • 2018A systematic review of provenance systems65 cited
  • 2013Chiron: a parallel engine for algebraic scientific workflows60 cited
  • 2014Dynamic steering of HPC scientific workflows: A survey60 cited