ABSTRACT
Virtuoso Column Store [185] introduces vectorized execution into the Virtuoso DBMS. Additionally, its scale-out version, that allows running the system on a cluster, has been significantly redesigned. This article discusses advances in scale-out support in Virtuoso and analyzes this on the Berlin SPARQL Benchmark (BSBM) [101]. To demonstrate the features of Virtuoso Cluster RDF Column Store, we first present micro-benchmarks on a small 2node cluster with 10 billion triples. In the full evaluation we show one can now scale-out to a BSBM database of 150 billion triples. The latter experiment is a 750 times increase over the previous largest BSBM report, and for the first time includes both its Explore and Business Intelligence workloads.
