Analyzing provenance across heterogeneous provenance graphs

W Oliveira, P Missier, K Ocaña, D de Oliveira… - … VA, USA, June 7-8, 2016 …, 2016 - Springer
Provenance generated by different workflow systems is generally expressed using different
formats. This is not an issue when scientists analyze provenance graphs in isolation, or …

Approaches for exploring and querying scientific workflow provenance graphs

MK Anand, S Bowers, I Altintas, B Ludäscher - … Troy, NY, USA, June 15-16 …, 2010 - Springer
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 …

A navigation model for exploring scientific workflow provenance graphs

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 …

Understanding collaborative studies through interoperable workflow provenance

I Altintas, MK Anand, D Crawl, S Bowers… - … and Annotation of Data …, 2010 - Springer
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 …

[PDF][PDF] Challenges in Managing Implicit and Abstract Provenance Data: Experiences with {ProvManager}

A Marinho, M Mattoso, C Werner… - 3rd USENIX Workshop …, 2011 - usenix.org
Running scientific workflows in distributed and heterogeneous environments has been
motivating the definition of provenance gathering approaches that are loosely coupled to …

Database support for exploring scientific workflow provenance graphs

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 …

Prov2ONE: an algorithm for automatically constructing ProvONE provenance graphs

A Prabhune, A Zweig, R Stotzka, M Gertz… - … VA, USA, June 7-8, 2016 …, 2016 - Springer
Provenance traces history within workflows and enables researchers to validate and
compare their results. Currently, modelling provenance in ProvONE is an arduous task and …

Integrating provenance data from distributed workflow systems with ProvManager

A Marinho, L Murta, C Werner, V Braganholo… - … and Annotation of Data …, 2010 - Springer
Running scientific workflows in distributed environments is motivating the definition of
provenance gathering approaches that are loosely coupled to the workflow execution …

Abstract provenance graphs: anticipating and exploiting schema-level data provenance

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 …

ProvManager: a provenance management system for scientific workflows

A Marinho, L Murta, C Werner… - Concurrency and …, 2012 - Wiley Online Library
Running scientific workflows in distributed and heterogeneous environments has been a
motivating approach for provenance management, which is loosely coupled to the workflow …