Combining Vertex-Centric Graph Processing with SPARQL for Large-Scale RDF Data Analytics.

Ibrahim Abdelaziz,Razen Harbi,Semih Salihoglu,Panos Kalnis

IEEE Transactions on Parallel and Distributed Systems（2017）

引用 26|浏览34

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摘要

Modern applications require sophisticated analytics on RDF graphs that combine structural queries with generic graph computations. Existing systems support either declarative SPARQL queries, or generic graph processing, but not both. We bridge the gap by introducing Spartex, a versatile framework for complex RDF analytics. Spartex extends SPARQL to combine seamlessly generic graph algorithms (e.g....

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关键词

Resource description framework,Graphical models,Matched filters,Pattern matching,Filtering algorithms,Databases,Algorithm design and analysis

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