SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Big Data Provenance: State-Of-The-Art Analysis and Emerging Research Challenges
11 references·0 citing·40 second hop
Big Data Provenance: State-Of-The-Art Analysis and Emerging Research Challenges (2016)Big Data Provenance: State-Of-The-Art Ana…A layer based architecture for provenance in big data (2014)A layer based architecture fo…SubZero: A fine-grained lineage system for scientific databases (2013)SubZero: A fine-grained linea…Milieu: Lightweight and Configurable Big Data Provenance for Science (2013)Milieu: Lightweight and Confi…HadoopProv: towards provenance as a first class citizen in MapReduce (2013)HadoopProv: towards provenanc…RAMP (2011)RAMPPutting lipstick on pig (2011)Putting lipstick on pigProvenance for MapReduce-based data-intensive workflows (2011)Provenance for MapReduce-base…Provenance for Generalized Map and Reduce Workflows (2011)Provenance for Generalized Ma…Provenance and scientific workflows (2008)Provenance and scientific wor…Provenance management in curated databases (2006)Provenance management in cura…Assessing Data Reliability in an Information System (1987)Assessing Data Reliability in…A survey of data provenance in e-science (2005)Lineage retrieval for scientific data processing: a survey (2005)Big Data Provenance: Challenges and Implications for Benchmarking (2013)Big data provenance: Challenges, state of the art and opportunities (2015)Titian: Data Provenance Support in Spark. (2015)Scientific workflow management and the Kepler system (2005)VisTrails (2006)The Open Provenance Model core specification (v1.1) (2010)Big Data Mining or Turning Data Mining into Predictive Analytics from Large-Scale 3Vs Data: The Future Challenge for Knowledge Discovery (2014)An Hybrid Approach to Quality Evaluation across Big Data Value Chain (2016)Workflow mining: discovering process models from event logs (2004)Artifact-Centric Business Process Models: Brief Survey of Research Results and Challenges (2008)The Open Provenance Model: An Overview (2008)A survey on provenance: What for? What form? What from? (2017)Provenance Collection Support in the Kepler Scientific Workflow System (2006)A survey of simulation provenance systems: modeling, capturing, querying, visualization, and advanced utilization (2018)A Big Data Provenance Model for Data Security Supervision Based on PROV-DM Model (2020)Lightweight Distributed Provenance Model for Complex Real–world Environments (2022)Kepler: An Extensible System for Design and Execution of Scientific Workflows (2004)Taverna: lessons in creating a workflow environment for the life sciences (2005)Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences (2010)Provenance Research Issues and Challenges in the Big Data Era (2015)Diagnosing Machine Learning Pipelines with Fine-grained Lineage (2017)Fine-Grained Provenance for Matching & ETL (2019)Chimera: a virtual data system for representing, querying, and automating data derivation (2002)Provenance in Databases: Past, Current, and Future (2007)Overview and Framework for Data and Information Quality Research (2009)The relationship between trust in AI and trustworthy machine learning technologies (2020)Taverna: a tool for building and running workflows of services (2006)Titian (2015)A Systematic Approach Toward Assessing the Value of an Information System* (1980)Principles of information systems for management (1982)Principles of Information Systems Management (1995)Data quality in neural network models: effect of error rate and magnitude of error on predictive accuracy (1999)User Perceptions of Data Quality: Internet and Traditional Text Sources (2001)Investigating the Strategic Relationship between Information Quality and E-Government Benefits: A Literature Review (2015)A systematic review of provenance systems (2018)Improving reproducibility of data science pipelines through transparent provenance capture (2020)Big Data Storage (2016)Crossing analytics systems: A case for integrated provenance in data lakes (2016)
this work references cited by second hop

References

  • 2008Provenance and scientific workflows470 cited
  • 2006Provenance management in curated databases298 cited
  • 2011Putting lipstick on pig117 cited
  • 2011Provenance for Generalized Map and Reduce Workflows99 cited
  • 1987Assessing Data Reliability in an Information System84 cited
  • 2011RAMP70 cited
  • 2013HadoopProv: towards provenance as a first class citizen in MapReduce53 cited
  • 2011Provenance for MapReduce-based data-intensive workflows39 cited
  • 2013SubZero: A fine-grained lineage system for scientific databases36 cited
  • 2013Milieu: Lightweight and Configurable Big Data Provenance for Science30 cited
  • 2014A layer based architecture for provenance in big data23 cited

Cited by

No citing works inside the corpus for this window.

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work