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» Differencing Provenance in Scientific Workflows
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DKE
2010
101views more  DKE 2010»
13 years 5 months ago
RDFProv: A relational RDF store for querying and managing scientific workflow provenance
Artem Chebotko, Shiyong Lu, Xubo Fei, Farshad Foto...
SIGMOD
2008
ACM
167views Database» more  SIGMOD 2008»
14 years 5 months ago
Efficient lineage tracking for scientific workflows
Data lineage and data provenance are key to the management of scientific data. Not knowing the exact provenance and processing pipeline used to produce a derived data set often re...
Thomas Heinis, Gustavo Alonso
IPAW
2010
13 years 2 months ago
Integrating Provenance Data from Distributed Workflow Systems with ProvManager
Abstract. Running scientific workflows in distributed environments is motivating the definition of provenance gathering approaches that are loosely coupled to the workflow executio...
Anderson Marinho, Leonardo Gresta Paulino Murta, C...
SIGMOD
2008
ACM
193views Database» more  SIGMOD 2008»
14 years 5 months ago
Efficient provenance storage
Scientific workflow systems are increasingly used to automate complex data analyses, largely due to their benefits over traditional approaches for workflow design, optimization, a...
Adriane Chapman, H. V. Jagadish, Prakash Ramanan
SIGMOD
2005
ACM
177views Database» more  SIGMOD 2005»
14 years 5 months ago
An approach for pipelining nested collections in scientific workflows
We describe an approach for pipelining nested data collections in scientific workflows. Our approach logically delimits arbitrarily nested collections of data tokens using special...
Timothy M. McPhillips, Shawn Bowers