Year: 2007
Type: article
Abstract: We describe a provenance model tailored to scientific workflows based on the collection‐oriented modeling and design paradigm. Our implementation within the Kepler scientific workflow system captures the dependencies of data and collection creation events on preexisting data and collections, and embeds these provenance records within the data stream. A provenance query engine operates on self‐contained workflow traces representing serializations of the output data stream for particular workflow runs. We demonstrate this approach in our response to the first provenance challenge. Copyright © 2007 John Wiley & Sons, Ltd.
DOI: 10.1002/cpe.1226
Institution: University of California, Davis
Language: English
Subfield: Information Systems and Management
Field: Decision Sciences
Domain: Social Sciences
Open Access status: bronze
Awards: MANAGEMENT OF THE DEVELOPMENT OF LOGIC BASED DATA FEDERATIONSOFTWARE, ITR Collaborative Research: Enabling the Science Environment for Ecological Knowledge (SEEK), Collaborative Research: Core Database Technologies to Enable the Integration of AToL Information, SEI(BIO)+II: A Collaborative Scientific Workflow Environment for Accelerating Genome-Scale Biological Research, ITR Collaborative Research: GEON: A Research Project to Create Cyberinfrastructure for the Geosciences, G9000317803
OpenAlex ID: W4239884221