Intermediate Notation for Provenance and Workflow Reproducibility

Danius Michaelides; Richard Parker; Chris Charlton; William Browne; Luc Moreau

doi:10.1007/978-3-319-40593-3_7

Intermediate Notation for Provenance and Workflow Reproducibility

Danius Michaelides, Richard Parker, Chris Charlton, William Browne, Luc Moreau

Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution › peer-review

4 Citations (Scopus)

124 Downloads (Pure)

Abstract

We present a technique to capture retrospective provenance across a number of tools in a statistical software suite. Our goal is to facilitate portability of processes between the tools to enhance usability and to support reproducibility. We describe an intermediate notation to aid runtime capture of provenance and demonstrate conversion to an executable and editable workflow. The notation is amenable to conversion to PROV via a template expansion mechanism. We discuss the impact on our system of recording this intermediate notation in terms of runtime performance and also the benefits it brings.

Original language	English
Title of host publication	IPAW'2016: 6th International Provenance and Annotation Workshop
Place of Publication	McLean, VA, US
Pages	1-12
Number of pages	12
DOIs	https://doi.org/10.1007/978-3-319-40593-3_7
Publication status	Published - 1 Jun 2016

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10.1007/978-3-319-40593-3_7

ProvenanceWeek_2016_paper_16Accepted author manuscript, 323 KBLicence: CC BY

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Intermediate Notation for Provenance and Workflow Reproducibility

Abstract

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