Intermediate notation for provenance and workflow reproducibility
Intermediate notation for provenance and workflow reproducibility
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.
83-94
Michaelides, Danius
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Parker, Richard
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Charlton, Chris
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Browne, William
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Moreau, Luc
033c63dd-3fe9-4040-849f-dfccbe0406f8
2016
Michaelides, Danius
a6df5175-d71a-4cd4-befc-26c48235fb92
Parker, Richard
14c458d4-13aa-4602-bae5-85d52d4849e2
Charlton, Chris
2a87233a-8ce8-402a-b19e-67cf7056c62e
Browne, William
1b9bd13b-0a74-472d-8eac-06f0138a9189
Moreau, Luc
033c63dd-3fe9-4040-849f-dfccbe0406f8
Michaelides, Danius, Parker, Richard, Charlton, Chris, Browne, William and Moreau, Luc
(2016)
Intermediate notation for provenance and workflow reproducibility.
In Provenance and Annotation of Data and Processes: 6th International Provenance and Annotation Workshop, IPAW 2016, McLean, VA, USA, June 7-8, 2016, Proceedings.
vol. 9672,
Springer.
.
(doi:10.1007/978-3-319-40593-3_7).
Record type:
Conference or Workshop Item
(Paper)
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.
Text
ProvenanceWeek_2016_paper_16.pdf
- Accepted Manuscript
More information
Accepted/In Press date: 11 April 2016
e-pub ahead of print date: 4 June 2016
Published date: 2016
Venue - Dates:
6th International Provenance & Annotation Workshop (IPAW'16), McLean, VA, United States, 2016-06-06 - 2016-06-09
Organisations:
Web & Internet Science
Identifiers
Local EPrints ID: 393117
URI: http://eprints.soton.ac.uk/id/eprint/393117
PURE UUID: 8f9c39be-5a30-4f30-be0e-d82130f04aa1
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Date deposited: 05 May 2016 13:31
Last modified: 15 Mar 2024 18:28
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Contributors
Author:
Danius Michaelides
Author:
Richard Parker
Author:
Chris Charlton
Author:
William Browne
Author:
Luc Moreau
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