From SPARQL to MapReduce: The Journey Using a Nested TripleGroup Algebra
Summary: NTGA offers a Nested TripleGroup Algebra tailored to SPARQL over MapReduce, reducing costly multi-way joins and I/O. RAPID+ extends Apache Pig to expose NTGA-Hadoop plans and align NTGA operators with relational algebra for Web-scale RDF processing. (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 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,904 | S2RDF: RDF Querying with SPARQL on Spark | 2016 | VLDB | 4.616742e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3 | Pig Latin: A Not-So-Foreign Language for Data Processing | 2008 | SIGMOD | 0.0024217964 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 15 | Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters | 2007 | SIGMOD | 0.0010668335 |
| 7,721 | Mind the Gap: Bridging Multi-Domain Query Workloads with EmptyHeaded | 2017 | VLDB | 4.6631706e-05 |
| 587 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB | 0.00019623493 |
| 11,890 | Parallel Evaluation of Multi-Semi-Joins | 2016 | VLDB | 4.1905499e-05 |
| 7,824 | A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data | 2017 | VLDB | 4.6390831e-05 |
| 776 | Building a High-Level Dataflow System on top of Map-Reduce: The Pig Experience | 2009 | VLDB | 0.00016765694 |
| 2,302 | Querying Semantic Web Data with SPARQL | 2011 | PODS | 9.0662698e-05 |
| 7,261 | H2 RDF+: An Efficient Data Management System for Big RDF Graphs | 2014 | SIGMOD | 4.7811974e-05 |
| 7,951 | A Demonstration of MAGiQ: Matrix Algebra Approach for Solving RDF Graph Queries | 2018 | VLDB | 4.6089395e-05 |
| 7,904 | S2RDF: RDF Querying with SPARQL on Spark | 2016 | VLDB | 4.616742e-05 |