Benchmarks LUBM (8000)
The following describes the performance of retrieval and RDFS reasoning with the native AllegroGraph RDFS++ Reasoner and AllegroGraph Prolog using the LUBM benchmark, with on average 20 departments per university.
The total number of files read in is 160,007 N-Triples files, a total of 155 GB. The total number of triples after running the queries is 1.106 billion. In the LUBM(8000) results below, AllegroGraph’s dynamic materialization occurred as necessary to answer each query. Â The total query time was 12 minutes and 56 seconds. The table below shows the results of running the LUBM(8000) queries, the results are reported in seconds.
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Lubm Query
|
# Triples
|
Time
|
|---|---|---|
|
Query 1
|
4
|
0.007
|
|
Query 2
|
2,528
|
278.321
|
|
Query 3
|
6
|
0.004
|
|
Query 4
|
34
|
0.027
|
|
Query 5
|
719
|
0.076
|
|
Query 6
|
83,557,706
|
389.062
|
|
Query 7
|
67
|
0.014
|
|
Query 8
|
7,790
|
0.484
|
|
Query 9
|
2,178,420
|
96.695
|
|
Query 10
|
4
|
0.009
|
|
Query 11
|
224
|
0.009
|
|
Query 12
|
15
|
0.029
|
|
Query 13
|
37,118
|
0.030
|
|
Query 14
|
63,400,587
|
36.867
|
Results Summary
The platform for the test was 2 – 4 core Intel E5520 Processors at 2.26 GHz, with 48 GB RAM, running Fedora 14.
* With 2 indices, in bulk mode.
# UPI map building.
These queries were performed with full RDFS++ reasoning at query time. Because the LUBM benchmark was designed to test some aspects of OWL reasoning that (by design) are beyond the strength of the RDFS++ reasoner, we added the single triple:
* ub:GraduateStudent rdfs:subClassOf ub:Student
The AllegroGraph RDFS++ Reasoner handles the following RDFS and OWL predicates correctly:
RDFS:
<http://www.w3.org/1999/02/22-rdf-syntax-ns#type>
<http://www.w3.org/2000/01/rdf-schema#subPropertyOf>
<http://www.w3.org/2000/01/rdf-schema#subClassOf>
<http://www.w3.org/2000/01/rdf-schema#range>
<http://www.w3.org/2000/01/rdf-schema#domain>
OWL:
<http://www.w3.org/2002/07/owl#sameAs>
<http://www.w3.org/2002/07/owl#inverseOf>
<http://www.w3.org/2002/07/owl#TransitiveProperty>