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Scalable Semantic Web Data Management Using Vertical Partitioning

Summary: Vertical partitioning of RDF data as a scalable alternative to property tables for Semantic Web workloads. Benchmarks on 50M+ triples show competitive performance with property tables; a column-oriented DBMS yields an order-of-magnitude speedup (minutes to seconds). (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9595
Venue
VLDB
Year
2007
Pagerank
0.00023794574
Overall Rank
417 | 97.11%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 38 of 38 citing papers.

Rank Citing Paper Year Venue Pagerank
86 The End of an Architectural Era (It's Time for a Complete Rewrite) 2007 VLDB 0.00052563276
582 Scalable SPARQL Querying of Large RDF Graphs 2011 VLDB 0.00019723083
624 Hexastore: Sextuple Indexing for Semantic Web Data Management 2008 VLDB 0.00018988711
1,213 RDF-3X: a RISC-style Engine for RDF 2008 VLDB 0.0001325231
1,216 Multi-Tenant Databases for Software as a Service: Schema-Mapping Techniques 2008 SIGMOD 0.00013232841
1,706 Column-Store Support for RDF Data Management: not all swans are white 2008 VLDB 0.00010823026
1,959 Building an Efficient RDF Store Over a Relational Database 2013 SIGMOD 9.9563798e-05
1,976 Towards Effective Partition Management for Large Graphs 2012 SIGMOD 9.8844201e-05
2,130 SQLGraph: An Efficient Relational-Based Property Graph Store 2015 SIGMOD 9.4798556e-05
2,196 gStore: Answering SPARQL Queries via Subgraph Matching 2011 VLDB 9.3089621e-05
2,410 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 8.8773796e-05
2,554 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 8.549897e-05
2,917 x-RDF-3X: Fast Querying, High Update Rates, and Consistency for RDF Databases 2010 VLDB 7.9063089e-05
2,983 Supporting Table Partitioning By Reference in Oracle 2008 SIGMOD 7.7796493e-05
3,280 The Case for RodentStore, an Adaptive, Declarative Storage System 2009 CIDR 7.2828962e-05
3,442 Apples and Oranges: A Comparison of RDF Benchmarks and Real RDF Datasets 2011 SIGMOD 7.0907071e-05
3,646 G-CARE: A Framework for Performance Benchmarking of Cardinality Estimation Techniques for Subgraph Matching 2020 SIGMOD 6.8853079e-05
3,873 Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases 2012 VLDB 6.6779082e-05
3,947 Unicorn: A System for Searching the Social Graph 2013 VLDB 6.5967528e-05
4,012 Columnar Storage and List-based Processing for Graph Database Management Systems 2021 VLDB 6.5335884e-05
4,251 Static Analysis and Optimization of Semantic Web Queries 2012 PODS 6.3235328e-05
4,450 A1: A Distributed In-Memory Graph Database 2020 SIGMOD 6.1741566e-05
5,030 Nanosecond Indexing of Graph Data With Hash Maps and VLists 2019 SIGMOD 5.7501994e-05
6,127 DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication 2015 VLDB 5.1981241e-05
6,956 Scalable Architecture and Query Optimization for Transaction-time DBs with Evolving Schemas 2010 SIGMOD 4.8862692e-05
7,326 Answering Web Queries Using Structured Data Sources 2009 SIGMOD 4.7612871e-05
7,905 S2RDF: RDF Querying with SPARQL on Spark 2016 VLDB 4.6211706e-05
8,237 Optimizing Schema-Last Tuple-Store Queries in Graphd 2010 SIGMOD 4.5530127e-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
8,765 Efficient Query Answering in Probabilistic RDF Graphs 2011 SIGMOD 4.456315e-05
10,984 Connectivity-Oriented Property Graph Partitioning for Distributed Graph Pattern Query Processing 2024 SIGMOD 4.1945683e-05
11,610 SuccinctEdge: A Succinct RDF Store for Edge Computing 2020 VLDB 4.1945683e-05
11,738 Stylus: A Strongly-Typed Store for Serving Massive RDF Data 2018 VLDB 4.1945683e-05
11,911 Slider: an Efficient Incremental Reasoner 2015 SIGMOD 4.1945683e-05
11,984 An Effective Encoding Scheme for Spatial RDF Data 2014 VLDB 4.1945683e-05
12,143 SPAM: A SPARQL Analysis and Manipulation Tool 2012 VLDB 4.1945683e-05
12,369 Effective and Efficient Semantic Web Data Management over DB2 2008 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
123 A Decomposition Storage Model 1985 SIGMOD 0.00045255007
131 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0004370331
153 Relational Databases for Querying XML Documents: Limitations and Opportunities 1999 VLDB 0.00040784455
242 Generalized Search Trees for Database Systems (Extended Abstract) 1995 VLDB 0.00031110894
864 Storage and Querying of E-Commerce Data 2001 VLDB 0.00015813082
872 An Efficient SQL-based RDF Querying Scheme 2005 VLDB 0.00015759968
1,111 Sybase IQ Multiplex – Designed For Analytics 2004 VLDB 0.00013936696
6,336 Column Stores For Wide and Sparse Data 2007 CIDR 5.1056582e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
1,675 A Distributed Graph Engine for Web Scale RDF Data 2013 VLDB 0.00010947606
2,410 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 8.8773796e-05
2,304 Querying Semantic Web Data with SPARQL 2011 PODS 9.0648775e-05
6,226 Cloud-based RDF Data Management 2014 SIGMOD 5.1476331e-05
872 An Efficient SQL-based RDF Querying Scheme 2005 VLDB 0.00015759968
624 Hexastore: Sextuple Indexing for Semantic Web Data Management 2008 VLDB 0.00018988711
1,706 Column-Store Support for RDF Data Management: not all swans are white 2008 VLDB 0.00010823026
12,369 Effective and Efficient Semantic Web Data Management over DB2 2008 SIGMOD 4.1945683e-05
6,401 Scaling Queries over Big RDF Graphs with Semantic Hash Partitioning 2013 VLDB 5.0801167e-05
582 Scalable SPARQL Querying of Large RDF Graphs 2011 VLDB 0.00019723083