From Data to Knowledge with Workflows & Provenance
Data & Analytics
Capturing Interactive Data Transformation Operations using Provenance Workflows
Technology
Linking Design-Time and Run-Time: A Graph-based Uniform ... · workflows behaved in the past, which knowledge can be used to provide better recommendation. Existing workflow provenance
Documents
Managing Provenance in Scientific workflows: a matter of ...cohen/BIGDATA/seance1.pdf · Scientific workflows. Sarah Cohen-Boulakia, Université Paris Sud 18 Part I –Data Integration
The Provenance of Provenance in Germanic Areas
Workflows & Tools. Data Analysis Review of typical data analyses Reproducibility & provenance Overview of workflows Computer-based scientific.
Workflows and Provenance
YesWorkflow: Retrospective Provenance Without a Runtime Provenance Recorder
Application of Provenance for Automated and Research Driven Workflows Tara Gibson June 17, 2008.
Using Provenance to Support Real-Time Collaborative Design of Workflows Workflow evolution provenance and OPM Tommy Ellkvist and Juliana Freire.
Provenance for Generalized Map and Reduce Workflows
Representing Interoperable Provenance Descriptions for ETL Workflows
Education
Karma Provenance Framework v2 Provenance Challenge Workshop/GGF18
Invited talk: Symposium on Provenance in Scientific Workflows Salt Lake City, Oct. 2008
Karma Provenance Collection Framework for Data-driven Workflows Yogesh Simmhan Microsoft Research Beth Plale, Dennis Gannon, Ai Zhang, Girish Subramanian,
Systems Engineering Research Center · • Provenance of meta-data for bounded compatibility ... • Hard to discover knowledge content • Different workflows for different programs,
Documenting Scientific Workflows: The Metadata ...1 By David Schissel Presented to NITRD MAGIC Meeting Arlington, VA March 4, 2015 Documenting Scientific Workflows: The Metadata, Provenance
What-If Analysis and Debugging Using Provenance Models of ... · Scientific workflows illustrate the experimental steps taken to produce the scientific papers and provenance models