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Table 2 Comparison of query processing for GPU-based approaches

From: VEDAS: an efficient GPU alternative for store and query of large RDF data sets

Works Architecture/ methods Operations considered Optimization Data sets
MapSQ [26] Distributed (MapReduce) Select/Join MapReduce-based join algorithm LUBM
MAGiQ [23] MATLAB-GPU and SuiteSparse Select/Join GraphBLAS library LUBM-10240
gSMat [24] Sparse matrix-based Select/Join Predicate statistic query plan generated algorithm and sparse matrix-based join algorithm WatDiv, YAGO, DBpedia
TripleID-Q [6] Relational model Select/Join GPU parallel search for triple pattern SP\(^2\)Bench, BTC2009