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.
242-253
Allen, M. David
18929e90-715f-4358-b70e-74bce7dd519c
Chapman, Adriane
721b7321-8904-4be2-9b01-876c430743f1
Blaustein, Barbara
951c0fe6-1f6d-4cfc-8d97-69dbdb016991
2015
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.
.
(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.
This record has no associated files available for download.
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: http://eprints.soton.ac.uk/id/eprint/411156
ISSN: 03029743
PURE UUID: 6a845ec2-c182-4158-a3ab-4c6e354ee4dd
Catalogue record
Date deposited: 15 Jun 2017 16:31
Last modified: 16 Mar 2024 04:29
Export record
Altmetrics
Contributors
Author:
M. David Allen
Author:
Barbara Blaustein
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics
