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 |