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Evaluating Query and Storage Strategies for RDF Archives

Fernandez Garcia, Javier David and Umbrich, Jürgen and Polleres, Axel and Knuth, Magnus (2018) Evaluating Query and Storage Strategies for RDF Archives. Semantic Web Journal. ISSN 1570-0844

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Abstract

There is an emerging demand on efficiently archiving and (temporal) querying different versions of evolving semantic Web data. As novel archiving systems are starting to address this challenge, foundations/standards for benchmarking RDF archives are needed to evaluate its storage space efficiency and the performance of different retrieval operations. To this end, we provide theoretical foundations on the design of data and queries to evaluate emerging RDF archiving systems. Then, we instantiate these foundations along a concrete set of queries on the basis of a real-world evolving dataset. Finally, we perform an empirical evaluation of various current archiving techniques and querying strategies on this data that is meant to serve as a baseline of future developments on querying archives of evolving RDF data.

Item Type: Article
Additional Information: To see the final version of this paper please visit the publisher's website. Access to the published version might require a subscription. Funded by Austrian Science Fund (FWF): M1720-G11, European Union's Horizon 2020 research and innovation programme under grant 731601 (SPECIAL), MINECO-AEI/FEDER-UE ETOME-RDFD3: TIN2015-69951-R, by Austrian Research Promotion Agency (FFG): grant no. 849982 (ADEQUATe) and grant 861213 (CitySpin), and the German Government, Federal Ministry of Education and Research under the project number 03WKCJ4D, by WU post-doc research contracts, and by the "Distinguished Visiting Austrian Chair" program of The Europe Center and the Center for Biomedical Research (BMIR) at Stanford University.
Keywords: RDF archiving, Semantic Data Versioning, Evolving Web data, SPARQL Benchmark
Divisions: Departments > Informationsverarbeitung u Prozessmanag. > Informationswirtschaft > Polleres
Version of the Document: Accepted for Publication
Variance from Published Version: Minor
Depositing User: Javier David Fernandez Garcia
Date Deposited: 06 Sep 2018 11:33
Last Modified: 06 Sep 2018 12:08
FIDES Link: https://bach.wu.ac.at/d/research/results/85846/
URI: http://epub.wu.ac.at/id/eprint/6488

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