Title :
KGRAM Versatile Inference and Query Engine for the Web of Linked Data
Author :
Corby, O. ; Gaignard, Alban ; Zucker, Catherine Faron ; Montagnat, Johan
Author_Institution :
INRIA Sophia Antipolis-Mediterranee, Univ. of Nice Sophia, Sophia Antipolis, France
Abstract :
Querying and linking distributed and heterogeneous databases is increasingly needed, as plentiful data resources are published over the Web. This work describes the design of a versatile query system named KGRAM that supports (i) multiple query languages among which the SPARQL 1.1 standard, (ii) federation of multiple heterogeneous and distributed data sources, and (iii) adaptability to various data manipulation use cases. KGRAM provides abstractions for both the query language and the data model, thus delivering unifying reasoning mechanisms. It is implemented as a modular software suite to ease architecting and deploying dedicated data manipulation platforms. Its design integrates optimization concerns to deliver high query performance. Both KGRAM´s software versatility and performance are evaluated.
Keywords :
Internet; SQL; distributed databases; inference mechanisms; query processing; software performance evaluation; KGRAM software performance evaluation; KGRAM software versatility; KGRAM versatile inference; Linked Data; SPARQL 1.1 standard; data manipulation; data model; data resources; distributed data sources; distributed databases; heterogeneous data sources; heterogeneous databases; knowledge graph abstract machine; modular software suite; query languages; query performance; unifying reasoning mechanisms; versatile query system design; Data Mediation; Distributed Query Processing; Knowledge graphs; Modular architecture;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2012 IEEE/WIC/ACM International Conferences on
Conference_Location :
Macau
Print_ISBN :
978-1-4673-6057-9
DOI :
10.1109/WI-IAT.2012.223