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Efficient RDF stream reasoning with graphics processingunits (GPUs)

Chang Liu, Jacopo Urbani, Guilin Qi
2014 Proceedings of the 23rd International Conference on World Wide Web - WWW '14 Companion  
In this paper, we study the problem of stream reasoning and propose a reasoning approach over large amounts of RDF data, which uses graphics processing units (GPU) to improve the performance.  ...  First, we show how the problem of stream reasoning can be reduced to a temporal reasoning problem. Then, we describe a number of algorithms to perform stream reasoning with GPUs.  ...  Since the efficiency of a GPU hinges on the data alignment of the input, we first propose a hash-based GPU encoding algorithm that can efficiently translate the string terms into integer IDs of a fixed-length  ... 
doi:10.1145/2567948.2577323 dblp:conf/www/LiuUQ14 fatcat:4sq6re3ilfcwbgirsydidrc32u