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Wayne State University Dissertations
OPM, OPM-Compliant Provenance, OPMProv, OPQL, Provenance, Scientific Workflow
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Querying And Managing Opm-Compliant Scientific Workflow Provenance, Chunhyeok Lim
Querying And Managing Opm-Compliant Scientific Workflow Provenance, Chunhyeok Lim
Wayne State University Dissertations
Provenance, the metadata that records the derivation history of scientific results, is important in scientific workflows to interpret, validate, and analyze the result of scientific computing. Recently,
to promote and facilitate interoperability among heterogeneous provenance systems, the Open Provenance Model (OPM) has been proposed and has played an important role in the community.
In this dissertation, to efficiently query and manage OPM-compliant provenance, we first propose a provenance collection framework that collects both prospective provenance, which captures
an abstract workflow specification as a recipe for future data derivation and retrospective provenance, which captures past workflow execution and data derivation information. …