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Stylus: A Strongly-Typed Store for Serving Massive RDF Data

Summary: Stylus replaces weakly typed triple storage with a strongly typed, entity-oriented materialized join view, reducing SPARQL joins and random-access costs. Compact intermediates and graph-decomposition planning substantially accelerate massive RDF query serving. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
hf7ca429359c396e9
Venue
VLDB
Year
2018
Pagerank
4.9605343e-05
Overall Rank
12,292 | 17.61%
DOI
10.14778/3149193.3149200

Incoming Non-self Citations Over Time

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Authors

BibTeX Citation

@article{he_vldb18,
        title = {{Stylus: A Strongly-Typed Store for Serving Massive RDF Data}},
        author = {He, Liang and Shao, Bin and Li, Yatao and Xia, Huanhuan and Xiao, Yanghua and Chen, Enhong and Chen, Liang Jeff},
        journal = {PVLDB},
        series = {{VLDB} '18},
        volume = {11},
        number = {2},
        pages = {203--216},
        doi = {10.14778/3149193.3149200},
        url = {https://doi.org/10.14778/3149193.3149200},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

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Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
65 Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge 2008 SIGMOD 0.0003826876
379 Scalable Semantic Web Data Management Using Vertical Partitioning 2007 VLDB 0.00019556057
446 Trinity: A Distributed Graph Engine on a Memory Cloud 2013 SIGMOD 0.00018135272
558 Hexastore: Sextuple Indexing for Semantic Web Data Management 2008 VLDB 0.00016438585
883 An Efficient SQL-based RDF Querying Scheme 2005 VLDB 0.00013231297
959 RDF-3X: a RISC-style Engine for RDF 2008 VLDB 0.00012825889
1,417 A Distributed Graph Engine for Web Scale RDF Data 2013 VLDB 0.00010706533
1,813 gStore: Answering SPARQL Queries via Subgraph Matching 2011 VLDB 9.5705978e-05
2,013 Building an Efficient RDF Store Over a Relational Database 2013 SIGMOD 9.1778656e-05
2,109 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 9.0224381e-05
2,353 TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing 2014 SIGMOD 8.5756201e-05
3,283 Apples and Oranges: A Comparison of RDF Benchmarks and Real RDF Datasets 2011 SIGMOD 7.4479722e-05
4,835 Taming Subgraph Isomorphism for RDF Query Processing 2015 VLDB 6.3793473e-05
5,136 Workload Matters: Why RDF Databases Need a New Design 2014 VLDB 6.245376e-05
6,147 DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication 2015 VLDB 5.8560255e-05
8,335 View Selection in Semantic Web Databases 2012 VLDB 5.3369178e-05
8,654 Inferray: fast in-memory RDF inference 2016 VLDB 5.2795152e-05
9,189 Reformulation-based query answering in RDF: alternatives and performance 2015 VLDB 5.1975376e-05
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# Overall Rank Paper Year Venue
1 2,109 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB
2 7,631 H2 RDF+: An Efficient Data Management System for Big RDF Graphs 2014 SIGMOD
3 2,013 Building an Efficient RDF Store Over a Relational Database 2013 SIGMOD
4 536 An Analytical Study of Large SPARQL Query Logs 2018 VLDB
5 959 RDF-3X: a RISC-style Engine for RDF 2008 VLDB
6 1,417 A Distributed Graph Engine for Web Scale RDF Data 2013 VLDB
7 2,041 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD
8 5,860 Graph-Aware, Workload-Adaptive SPARQL Query Caching 2015 SIGMOD
9 513 Scalable SPARQL Querying of Large RDF Graphs 2011 VLDB
10 1,813 gStore: Answering SPARQL Queries via Subgraph Matching 2011 VLDB