The Design and Implementation of Minimal RDFS Backward Reasoning in 4store
The Design and Implementation of Minimal RDFS Backward Reasoning in 4store
This paper describes the design and implementation of Minimal RDFS semantics based on a backward chaining approach and implemented on a clustered RDF triple store. The system presented, called 4sr, uses 4store as base infrastructure. In order to achieve a highly scalable system we implemented the reasoning at the lowest level of the quad store, the bind operation. The bind operation runs concurrently in all the data slices allowing the reasoning to be processed in parallel among the cluster. Throughout this paper we provide detailed descriptions of the architecture, reasoning algorithms, and a scalability evaluation with the LUBM benchmark. 4sr is a stable tool available under a GNU GPL3 license and can be freely used and extended by the community.
Triple Store, Scalability, Reasoning, RDFS, SPARQL, 4store
Salvadores, Manuel
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Correndo, Gianluca
fea0843a-6d4a-4136-8784-0d023fcde3e2
Harris, Steve
a397eda9-8d7d-4540-8e03-1121eb58df3c
Gibbins, Nicholas
98efd447-4aa7-411c-86d1-955a612eceac
Shadbolt, Nigel
5c5acdf4-ad42-49b6-81fe-e9db58c2caf7
May 2011
Salvadores, Manuel
c1822871-bf33-41cd-bf97-0e927ff74acc
Correndo, Gianluca
fea0843a-6d4a-4136-8784-0d023fcde3e2
Harris, Steve
a397eda9-8d7d-4540-8e03-1121eb58df3c
Gibbins, Nicholas
98efd447-4aa7-411c-86d1-955a612eceac
Shadbolt, Nigel
5c5acdf4-ad42-49b6-81fe-e9db58c2caf7
Salvadores, Manuel, Correndo, Gianluca, Harris, Steve, Gibbins, Nicholas and Shadbolt, Nigel
(2011)
The Design and Implementation of Minimal RDFS Backward Reasoning in 4store.
Extended Semantic Web Conference (ESWC).
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Conference or Workshop Item
(Paper)
Abstract
This paper describes the design and implementation of Minimal RDFS semantics based on a backward chaining approach and implemented on a clustered RDF triple store. The system presented, called 4sr, uses 4store as base infrastructure. In order to achieve a highly scalable system we implemented the reasoning at the lowest level of the quad store, the bind operation. The bind operation runs concurrently in all the data slices allowing the reasoning to be processed in parallel among the cluster. Throughout this paper we provide detailed descriptions of the architecture, reasoning algorithms, and a scalability evaluation with the LUBM benchmark. 4sr is a stable tool available under a GNU GPL3 license and can be freely used and extended by the community.
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eswc2011_salvadores_4sr.pdf
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4sr-eswc2011-slides.ppt
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Published date: May 2011
Venue - Dates:
Extended Semantic Web Conference (ESWC), 2011-05-01
Keywords:
Triple Store, Scalability, Reasoning, RDFS, SPARQL, 4store
Organisations:
Web & Internet Science
Identifiers
Local EPrints ID: 272093
URI: http://eprints.soton.ac.uk/id/eprint/272093
PURE UUID: 01ae720e-e2ee-4867-997d-acf463b8c26d
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Date deposited: 10 Mar 2011 09:27
Last modified: 15 Mar 2024 03:00
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Contributors
Author:
Manuel Salvadores
Author:
Gianluca Correndo
Author:
Steve Harris
Author:
Nicholas Gibbins
Author:
Nigel Shadbolt
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