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

Summary: Stylus presents a strongly-typed RDF store to speed SPARQL queries. Its storage uses a materialized join view on entities, reducing joins and enabling compact intermediates, with a graph-decomposition planner guiding queries; experiments show large speedups on real and synthetic RDF data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11703
Venue
VLDB
Year
2018
Pagerank
4.1905499e-05
Overall Rank
11,746 | 18.37%
DOI
10.14778/3149193.3149200

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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
62 Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge 2008 SIGMOD 0.00064239035
415 Scalable Semantic Web Data Management Using Vertical Partitioning 2007 VLDB 0.00023774838
558 Trinity: A Distributed Graph Engine on a Memory Cloud 2013 SIGMOD 0.00020158056
625 Hexastore: Sextuple Indexing for Semantic Web Data Management 2008 VLDB 0.00018963452
869 An Efficient SQL-based RDF Querying Scheme 2005 VLDB 0.00015734541
1,212 RDF-3X: a RISC-style Engine for RDF 2008 VLDB 0.00013255692
1,676 A Distributed Graph Engine for Web Scale RDF Data 2013 VLDB 0.000109374
1,963 Building an Efficient RDF Store Over a Relational Database 2013 SIGMOD 9.9431532e-05
2,199 gStore: Answering SPARQL Queries via Subgraph Matching 2011 VLDB 9.3082437e-05
2,561 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 8.5415562e-05
2,812 TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing 2014 SIGMOD 8.0825994e-05
3,445 Apples and Oranges: A Comparison of RDF Benchmarks and Real RDF Datasets 2011 SIGMOD 7.0841622e-05
4,728 Workload Matters: Why RDF Databases Need a New Design 2014 VLDB 5.9617831e-05
5,871 Taming Subgraph Isomorphism for RDF Query Processing 2015 VLDB 5.2912806e-05
6,323 DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication 2015 VLDB 5.1072687e-05
8,248 View Selection in Semantic Web Databases 2012 VLDB 4.5453997e-05
8,465 Inferray: fast in-memory RDF inference 2016 VLDB 4.4999659e-05
9,567 Reformulation-based query answering in RDF: alternatives and performance 2015 VLDB 4.3212967e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
2,561 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 8.5415562e-05
7,261 H2 RDF+: An Efficient Data Management System for Big RDF Graphs 2014 SIGMOD 4.7811974e-05
657 An Analytical Study of Large SPARQL Query Logs 2018 VLDB 0.00018581389
1,963 Building an Efficient RDF Store Over a Relational Database 2013 SIGMOD 9.9431532e-05
1,212 RDF-3X: a RISC-style Engine for RDF 2008 VLDB 0.00013255692
1,676 A Distributed Graph Engine for Web Scale RDF Data 2013 VLDB 0.000109374
2,407 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 8.8702781e-05
5,778 Graph-Aware, Workload-Adaptive SPARQL Query Caching 2015 SIGMOD 5.3274776e-05
587 Scalable SPARQL Querying of Large RDF Graphs 2011 VLDB 0.00019623493
2,199 gStore: Answering SPARQL Queries via Subgraph Matching 2011 VLDB 9.3082437e-05