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2010
IEEE

Provenance Collection in Reservoir Management Workflow Environments

11 years 9 months ago
Provenance Collection in Reservoir Management Workflow Environments
There has been a recent push towards applying information technology principles, such as workflows, to bring greater efficiency to reservoir management tasks. These workflows are data intensive in nature, and the data is derived from heterogenous data sources. This has placed an emphasis on the quality and reliability of data that is used in reservoir engineering applications. Data provenance is metadata that pertains to the history of the data and can be used to assess data quality. In this paper, we present an approach for collecting provenance information from application logs in the domain of reservoir engineering. In doing so, we address challenges due to: 1) the lack of a workflow orchestration framework in reservoir engineering and 2) the inability of many reservoir engineering applications to collect provenance information. We present an approach that uses the workflow instances detection algorithm and the Open Provenance Model (OPM) for capturing provenance information from th...
Fan Sun, Jing Zhao, Karthik Gomadam, Viktor K. Pra
Added 02 Aug 2010
Updated 02 Aug 2010
Type Conference
Year 2010
Where ITNG
Authors Fan Sun, Jing Zhao, Karthik Gomadam, Viktor K. Prasanna
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