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Scalable Join Processing on Very Large RDF Graphs

Summary: Scalable join processing for large RDF graphs; introduces lightweight sideways information passing between joins to prune streams at runtime. Also refines join-order selectivity for large RDF graphs, yielding over an order-of-magnitude speedup on UniProt. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4152
Venue
SIGMOD
Year
2009
Pagerank
8.8773796e-05
Overall Rank
2,410 | 83.24%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
1,675 A Distributed Graph Engine for Web Scale RDF Data 2013 VLDB 0.00010947606
2,196 gStore: Answering SPARQL Queries via Subgraph Matching 2011 VLDB 9.3089621e-05
2,554 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 8.549897e-05
2,803 TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing 2014 SIGMOD 8.0940362e-05
2,917 x-RDF-3X: Fast Querying, High Update Rates, and Consistency for RDF Databases 2010 VLDB 7.9063089e-05
3,918 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 6.6315176e-05
3,947 Unicorn: A System for Searching the Social Graph 2013 VLDB 6.5967528e-05
4,276 Looking Ahead Makes Query Plans Robust: Making the Initial Case with In-Memory Star Schema Data Warehouse Workloads 2017 VLDB 6.2976602e-05
4,729 Workload Matters: Why RDF Databases Need a New Design 2014 VLDB 5.9675136e-05
8,251 View Selection in Semantic Web Databases 2012 VLDB 4.5497619e-05
8,468 Inferray: fast in-memory RDF inference 2016 VLDB 4.504284e-05
8,600 Making RDBMSs Efficient on Graph Workloads Through Predefined Joins 2022 VLDB 4.4876776e-05
9,031 Extending SQL to Return a Subdatabase 2025 SIGMOD 4.4039656e-05
9,299 Engineering High-Performance Database Engines 2014 VLDB 4.3587894e-05
9,366 In-depth Analysis of Continuous Subgraph Matching in a Common Delta Query Compilation Framework 2024 SIGMOD 4.3493859e-05
10,404 Dynamic Pruning for Recursive Joins 2025 SIGMOD 4.1945683e-05
11,920 Left Bit Right: For SPARQL Join Queries with OPTIONAL Patterns (Left-outer-joins) 2015 SIGMOD 4.1945683e-05
11,984 An Effective Encoding Scheme for Spatial RDF Data 2014 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

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