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Engineering choices for open world provenance

Engineering choices for open world provenance
Engineering choices for open world provenance

This work outlines engineering decisions required to support a provenance system in an open world where systems are not under any common control and use many different technologies. Real U.S. government applications have shown us the need for specialized identity techniques, flexible storage, scalability testing, protection of sensitive information, and customizable provenance queries. We analyze tradeoffs for approaches to each area, focusing more on maintaining graph connectivity and breadth of capture, rather than on finegrained/detailed capture as in other works. We implement each technique in the PLUS system, test its real-time efficiency, and describe the results.

03029743
242-253
Springer Verlag
Allen, M. David
18929e90-715f-4358-b70e-74bce7dd519c
Chapman, Adriane
721b7321-8904-4be2-9b01-876c430743f1
Blaustein, Barbara
951c0fe6-1f6d-4cfc-8d97-69dbdb016991
Allen, M. David
18929e90-715f-4358-b70e-74bce7dd519c
Chapman, Adriane
721b7321-8904-4be2-9b01-876c430743f1
Blaustein, Barbara
951c0fe6-1f6d-4cfc-8d97-69dbdb016991

Allen, M. David, Chapman, Adriane and Blaustein, Barbara (2015) Engineering choices for open world provenance. In Provenance and Annotation of Data and Processes - 5th International Provenance and Annotation Workshop, IPAW 2014, Revised Selected Papers. vol. 8628, Springer Verlag. pp. 242-253 . (doi:10.1007/978-3-319-16462-5_25).

Record type: Conference or Workshop Item (Paper)

Abstract

This work outlines engineering decisions required to support a provenance system in an open world where systems are not under any common control and use many different technologies. Real U.S. government applications have shown us the need for specialized identity techniques, flexible storage, scalability testing, protection of sensitive information, and customizable provenance queries. We analyze tradeoffs for approaches to each area, focusing more on maintaining graph connectivity and breadth of capture, rather than on finegrained/detailed capture as in other works. We implement each technique in the PLUS system, test its real-time efficiency, and describe the results.

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More information

Published date: 2015
Venue - Dates: 5th International Provenance and Annotation Workshop, IPAW 2014, Cologne, Germany, 2014-06-10 - 2014-06-11
Organisations: Web & Internet Science

Identifiers

Local EPrints ID: 411156
URI: https://eprints.soton.ac.uk/id/eprint/411156
ISSN: 03029743
PURE UUID: 6a845ec2-c182-4158-a3ab-4c6e354ee4dd
ORCID for Adriane Chapman: ORCID iD orcid.org/0000-0002-3814-2587

Catalogue record

Date deposited: 15 Jun 2017 16:31
Last modified: 14 Mar 2019 01:26

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