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Data-centric iteration in dynamic workflows
10 references·8 citing·39 second hop
Data-centric iteration in dynamic workflows (2014)Data-centric iteration in dynamic workflo…Big data and its technical challenges (2014)Big data and its technical ch…OpenMOLE, a workflow engine specifically tailored for the distributed exploration of simulation models (2013)OpenMOLE, a workflow engine s…Challenges and opportunities with big data (2012)Challenges and opportunities …An algebraic approach for data-centric scientific workflows (2011)An algebraic approach for dat…Three fundamental dimensions of scientific workflow interoperability: Model of computation, language, and execution environment (2009)Three fundamental dimensions …Provenance for Computational Tasks: A Survey (2008)Provenance for Computational …Workflows For E-Science: Scientific Workflows For Grids (2007)Workflows For E-Science: Scie…Java CoG Kit Workflow (2007)Java CoG Kit WorkflowExamining the Challenges of Scientific Workflows (2007)Examining the Challenges of S…High-Order Collocation Methods for Differential Equations with Random Inputs (2005)High-Order Collocation Method…Challenges of Provenance in Scientific Workflow Management Systems (2022)Challenges of Provenance in S…Executing cyclic scientific workflows in the cloud (2021)Executing cyclic scientific w…Managing Event Oriented Workflows (2020)Managing Event Oriented Workf…Keeping track of user steering actions in dynamic workflows (2019)Keeping track of user steerin…Provenance of Dynamic Adaptations in User-Steered Dataflows (2018)Provenance of Dynamic Adaptat…Adding domain data to code profiling tools to debug workflow parallel execution (2018)Adding domain data to code pr…Data reduction in scientific workflows using provenance monitoring and user steering (2017)Data reduction in scientific …Deriving scientific workflows from algebraic experiment lines: A practical approach (2016)Deriving scientific workflows…A survey of data provenance in e-science (2005)Taverna: lessons in creating a workflow environment for the life sciences (2005)Provenance and scientific workflows (2008)A survey on provenance: What for? What form? What from? (2017)A Large-Scale Study About Quality and Reproducibility of Jupyter Notebooks (2019)Design of Experiments (1936)Scientific workflow management and the Kepler system (2005)Workflows and e-Science: An overview of workflow system features and capabilities (2008)Dynamic steering of HPC scientific workflows: A survey (2014)Half a Billion Simulations: Evolutionary Algorithms and Distributed Computing for Calibrating the Simpoplocal Geographical Model (2014)Beyond Corroboration: Strengthening Model Validation by Looking for Unexpected Patterns (2015)Taverna: a tool for the composition and enactment of bioinformatics workflows (2004)YAWL: yet another workflow language (2004)Linked provenance data: A semantic Web-based approach to interoperable workflow traces (2010)Storing, reasoning, and querying OPM-compliant scientific workflow provenance using relational databases (2010)OpenAlea (2015)Big data: The next frontier for innovation, competition, and productivity (2011)Big Data and cloud computing: innovation opportunities and challenges (2016)Debating big data: A literature review on realizing value from big data (2017)Machine Learning With Big Data: Challenges and Approaches (2017)Large Sample Properties of Simulations Using Latin Hypercube Sampling (1987)Stochastic Finite Elements: A Spectral Approach (1991)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)A Stochastic Collocation Method for Elliptic Partial Differential Equations with Random Input Data (2007)A Sparse Grid Stochastic Collocation Method for Partial Differential Equations with Random Input Data (2008)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)Workflow Management (2002)Workflow Patterns (2003)Capturing and querying workflow runtime provenance with PROV (2013)Chiron: a parallel engine for algebraic scientific workflows (2013)The design and realisation of the Virtual Research Environment for social sharing of workflows (2008)Reproducibility in Scientific Computing (2018)Data Management Challenges of Data-Intensive Scientific Workflows (2008)The Open Provenance Model: An Overview (2008)GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)Toward Scalable Systems for Big Data Analytics: A Technology Tutorial (2014)Process space-based scientific workflow enactment (2010)Provenance management in Swift (2010)Taxonomy of workflow partitioning problems and methods in distributed environments (2017)
this work references cited by second hop

References

  • 2005High-Order Collocation Methods for Differential Equations with Random Inputs1,522 cited
  • 2012Challenges and opportunities with big data1,068 cited
  • 2014Big data and its technical challenges1,049 cited
  • 2007Examining the Challenges of Scientific Workflows517 cited
  • 2007Workflows For E-Science: Scientific Workflows For Grids514 cited
  • 2008Provenance for Computational Tasks: A Survey511 cited
  • 2013OpenMOLE, a workflow engine specifically tailored for the distributed exploration of simulation models123 cited
  • 2011An algebraic approach for data-centric scientific workflows116 cited
  • 2009Three fundamental dimensions of scientific workflow interoperability: Model of computation, language, and execution environment66 cited
  • 2007Java CoG Kit Workflow57 cited

Cited by

  • 2021Executing cyclic scientific workflows in the cloud21 cited
  • 2019Keeping track of user steering actions in dynamic workflows14 cited
  • 2017Data reduction in scientific workflows using provenance monitoring and user steering13 cited
  • 2018Adding domain data to code profiling tools to debug workflow parallel execution10 cited
  • 2018Provenance of Dynamic Adaptations in User-Steered Dataflows

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10 cited
  • 2016Deriving scientific workflows from algebraic experiment lines: A practical approach10 cited
  • 2022Challenges of Provenance in Scientific Workflow Management Systems9 cited
  • 2020Managing Event Oriented Workflows6 cited