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gStore: Answering SPARQL Queries via Subgraph Matching

Summary: Graph-based RDF storage for SPARQL: queries are reduced to subgraph matching. It introduces a novel index, pruning rules, and efficient search to support exact and wildcard SPARQL queries, plus an online update maintenance algorithm for dynamic RDF repositories. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h8c45c12256b4dc74
Venue
VLDB
Year
2011
Pagerank
9.5705978e-05
Overall Rank
1,813 | 87.85%
DOI
10.14778/2024663.2024668

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{zou_vldb11,
        title = {{gStore: Answering SPARQL Queries via Subgraph Matching}},
        author = {Zou, Lei and Mo, Jinghui and Chen, Lei and Özsu, M. Tamer and Zhao, Dongyan},
        journal = {PVLDB},
        series = {{VLDB} '11},
        volume = {4},
        number = {8},
        pages = {482--493},
        doi = {10.14778/2024663.2024668},
        url = {https://doi.org/10.14778/2024663.2024668},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 24 of 24 citing papers.

Rank Citing Paper Year Venue Pagerank
952 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012878316
1,253 Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows 2018 VLDB 0.00011316982
2,109 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 9.0224381e-05
2,226 TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data 2018 SIGMOD 8.7971869e-05
2,251 NeMa: Fast Graph Search with Label Similarity 2013 VLDB 8.7460227e-05
2,353 TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing 2014 SIGMOD 8.5756201e-05
2,705 TreeSpan: Efficiently Computing Similarity All-Matching 2012 SIGMOD 8.0936619e-05
4,103 Natural Language Question Answering over RDF — A Graph Data Driven Approach 2014 SIGMOD 6.792391e-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
5,311 How to Build Templates for RDF Question/Answering —An Uncertain Graph Similarity Join Approach 2015 SIGMOD 6.1703949e-05
6,734 G-SQL: Fast Query Processing via Graph Exploration 2016 VLDB 5.6786954e-05
7,478 A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data 2017 VLDB 5.5021636e-05
8,457 A Demonstration of MAGiQ: Matrix Algebra Approach for Solving RDF Graph Queries 2018 VLDB 5.3148581e-05
8,706 RBench: Application-Specific RDF Benchmarking 2015 SIGMOD 5.2706868e-05
9,357 Semantic SPARQL Similarity Search Over RDF Knowledge Graphs 2016 VLDB 5.1746049e-05
9,837 NeuSO: Neural Optimizer for Subgraph Queries 2026 SIGMOD 5.1064323e-05
10,283 Top-k Relevant Semantic Place Retrieval on Spatial RDF Data 2016 SIGMOD 5.0334833e-05
10,689 An Extensive Experimental Study of Indexes in Continuous Subgraph Matching:[Experiments & Analysis] 2026 SIGMOD 4.9605343e-05
10,805 CEMR: An Effective Subgraph Matching Algorithm with Redundant Extension Elimination 2026 VLDB 4.9605343e-05
11,418 GraphCSR: A Degree-Equalized CSR Format for Large-scale Graph Processing 2025 VLDB 4.9605343e-05
12,292 Stylus: A Strongly-Typed Store for Serving Massive RDF Data 2018 VLDB 4.9605343e-05
12,461 Left Bit Right: For SPARQL Join Queries with OPTIONAL Patterns (Left-outer-joins) 2015 SIGMOD 4.9605343e-05
12,522 An Effective Encoding Scheme for Spatial RDF Data 2014 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

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