While many scientific workflow systems track and record data provenance, few tools have been developed that provide convenient and effective ways to access and explore this …
MK Anand, S Bowers, B Ludäscher - … of the 4th Workshop on Workflows …, 2009 - dl.acm.org
Many scientific workflow systems record provenance information in the form of data and process dependencies as part of workflow execution. Users often wish to explore these …
The provenance of a data product contains information about how the product was derived, and is crucial for enabling scientists to easily understand, reproduce, and verify scientific …
Running scientific workflows in distributed and heterogeneous environments has been motivating the definition of provenance gathering approaches that are loosely coupled to …
MK Anand, S Bowers, B Ludäscher - … , Chania, Crete, Greece, June 25-27 …, 2012 - Springer
Provenance graphs generated from real-world scientific workflows often contain large numbers of nodes and edges denoting various types of provenance information. A standard …
Provenance traces history within workflows and enables researchers to validate and compare their results. Currently, modelling provenance in ProvONE is an arduous task and …
Running scientific workflows in distributed environments is motivating the definition of provenance gathering approaches that are loosely coupled to the workflow execution …
D Zinn, B Ludaescher - International Provenance and Annotation …, 2010 - Springer
Provenance graphs capture flow and dependency information recorded during scientific workflow runs, which can be used subsequently to interpret, validate, and debug workflow …
Running scientific workflows in distributed and heterogeneous environments has been a motivating approach for provenance management, which is loosely coupled to the workflow …