The Web Science Trust

MaRVIN: A platform for large-scale analysis of Semantic Web data

Oren, Eyal and Kotoulas, Spyros and Anadiotis, George and Siebes, Ronald and ten Teije, Annette and van Harmelen, Frank (2009) MaRVIN: A platform for large-scale analysis of Semantic Web data. In: Proceedings of the WebSci'09: Society On-Line, 18-20 March 2009, Athens, Greece. (In Press)

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Abstract

Web Science requires efficient techniques for analysing large datasets. Many Semantic Web problems are difficult to solve through common divide-and-conquer strategies, since they are hard to partition. We present MaRVIN, a parallel and distributed platform for processing large amounts of RDF data, on a network of loosely-coupled peers. We present our divide-conquer-swap strategy and show that this model converges towards completeness. We evaluate performance, scalability, load balancing and efficiency of our system.

Item Type:Conference or Workshop Item (Poster)
Uncontrolled Keywords:distributed architecture, data analysis, semantic web, experimental platform
Subjects:Web Science Events > Web Science 2009
ID Code:232
Deposited By: W S T Administrator
Deposited On:24 Jan 2009 08:45
Last Modified:25 Oct 2011 16:36

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