S2RDF: RDF Querying with SPARQL on Spark
Summary: ExtVP, a relational partitioning scheme with semi-join preprocessing, minimizes RDF query input across SPARQL patterns, acting like join indices for RDF. S2RDF on Spark uses SQL to run SPARQL over ExtVP, outperforming SPARQL-on-Hadoop approaches. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,824 | A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data | 2017 | VLDB | 4.6390831e-05 |
| 10,199 | R2O: A Dual-Layer Framework for Joint Rewriting and Ordering in Distributed Property Graph Query Optimization | 2026 | SIGMOD | 4.1905499e-05 |
| 10,987 | Connectivity-Oriented Property Graph Partitioning for Distributed Graph Pattern Query Processing | 2024 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 66 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00061707583 |
| 415 | Scalable Semantic Web Data Management Using Vertical Partitioning | 2007 | VLDB | 0.00023774838 |
| 587 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB | 0.00019623493 |
| 625 | Hexastore: Sextuple Indexing for Semantic Web Data Management | 2008 | VLDB | 0.00018963452 |
| 1,963 | Building an Efficient RDF Store Over a Relational Database | 2013 | SIGMOD | 9.9431532e-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 |
| 6,323 | DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication | 2015 | VLDB | 5.1072687e-05 |
| 8,787 | From SPARQL to MapReduce: The Journey Using a Nested TripleGroup Algebra | 2011 | VLDB | 4.446583e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,057 | Semantic SPARQL Similarity Search Over RDF Knowledge Graphs | 2016 | VLDB | 4.3997447e-05 |
| 5,778 | Graph-Aware, Workload-Adaptive SPARQL Query Caching | 2015 | SIGMOD | 5.3274776e-05 |
| 2,407 | Scalable Join Processing on Very Large RDF Graphs | 2009 | SIGMOD | 8.8702781e-05 |
| 8,249 | SPARTex: A Vertex-Centric Framework for RDF Data Analytics | 2015 | VLDB | 4.5449877e-05 |
| 11,940 | Evaluating SPARQL Queries on Massive RDF Datasets | 2015 | VLDB | 4.1905499e-05 |
| 2,302 | Querying Semantic Web Data with SPARQL | 2011 | PODS | 9.0662698e-05 |
| 7,824 | A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data | 2017 | VLDB | 4.6390831e-05 |
| 6,396 | Scaling Queries over Big RDF Graphs with Semantic Hash Partitioning | 2013 | VLDB | 5.0752439e-05 |
| 7,261 | H2 RDF+: An Efficient Data Management System for Big RDF Graphs | 2014 | SIGMOD | 4.7811974e-05 |
| 587 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB | 0.00019623493 |