Triples in the clouds

Zoi Kaoudi 1 Ioana Manolescu 1
1 OAK - Database optimizations and architectures for complex large data
CNRS - Centre National de la Recherche Scientifique : UMR8623, Inria Saclay - Ile de France, UP11 - Université Paris-Sud - Paris 11, LRI - Laboratoire de Recherche en Informatique
Abstract : The W3C's Resource Description Framework (or RDF, in short) is a promising candidate which may deliver many of the original semi-structured data promises: flexible structure, optional schema, and rich, flexible Uniform Resource Identifiers as a basis for information sharing. Moreover, RDF is uniquely positioned to benefit from the efforts of scientific communities studying databases, knowledge representation, and Web technologies. Many RDF data collections are being published, going from scientific data to general-purpose ontologies to open government data, in particular in the Linked Data movement. Managing such large volumes of RDF data is challenging, due to the sheer size, the heterogeneity, and the further complexity brought by RDF reasoning. To tackle the size challenge, dis- tributed storage architectures are needed. Cloud computing is an emerging paradigm massively adopted in many applications for the scalability, fault-tolerance and elasticity features it provides. This tutorial discusses the problems involved in efficiently handling massive amounts of RDF data in a cloud environment. We provide the necessary background, analyze and classify existing solutions, and discuss open problems and perspectives.
Type de document :
Communication dans un congrès
ICDE - 29th International Conference on Data Engineering, Apr 2013, Brisbane, Australia. 2013
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Soumis le : mardi 23 avril 2013 - 12:23:00
Dernière modification le : lundi 28 mai 2018 - 14:38:02
Document(s) archivé(s) le : lundi 3 avril 2017 - 08:28:08


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  • HAL Id : hal-00816942, version 1



Zoi Kaoudi, Ioana Manolescu. Triples in the clouds. ICDE - 29th International Conference on Data Engineering, Apr 2013, Brisbane, Australia. 2013. 〈hal-00816942〉



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