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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