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)
Incoming Non-self Citations Over Time
Authors
- 1. Daniel J. Abadi (Massachusetts Institute of Technology)
- 2. Adam Marcus (Massachusetts Institute of Technology)
- 3. Samuel R. Madden (Massachusetts Institute of Technology)
- 4. Kate Hollenbach (Massachusetts Institute of Technology)
BibTeX Citation
@article{abadi_vldb07,
title = {{Scalable Semantic Web Data Management Using Vertical Partitioning}},
author = {Abadi, Daniel J. and Marcus, Adam and Madden, Samuel R. and Hollenbach, Kate},
journal = {PVLDB},
series = {{VLDB} '07},
volume = {1},
number = {1},
pages = {411--422},
doi = {10.14778/1325851.1325857},
url = {https://doi.org/10.14778/1325851.1325857},
year = {2007}
}Incoming Citations (Sorted by Pagerank)
Showing 38 of 38 citing papers.
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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 |
|---|---|---|---|---|
| 12 | C-Store: A Column-oriented DBMS | 2005 | VLDB | 0.00069513174 |
| 14 | MonetDB/X100: Hyper-Pipelining Query Execution | 2005 | CIDR | 0.0006312782 |
| 60 | Integrating Compression and Execution in Column-Oriented Database Systems | 2006 | SIGMOD | 0.0003955489 |
| 115 | A Decomposition Storage Model | 1985 | SIGMOD | 0.00032338948 |
| 137 | Relational Databases for Querying XML Documents: Limitations and Opportunities | 1999 | VLDB | 0.00029877792 |
| 202 | Generalized Search Trees for Database Systems (Extended Abstract) | 1995 | VLDB | 0.00025454884 |
| 859 | An Efficient SQL-based RDF Querying Scheme | 2005 | VLDB | 0.00013561886 |
| 970 | Sybase IQ Multiplex – Designed For Analytics | 2004 | VLDB | 0.00012882125 |
| 1,038 | Storage and Querying of E-Commerce Data | 2001 | VLDB | 0.00012476189 |
| 6,047 | Column Stores For Wide and Sparse Data | 2007 | CIDR | 5.9952702e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,387 | A Distributed Graph Engine for Web Scale RDF Data | 2013 | VLDB |
| 2 | 1,979 | Scalable Join Processing on Very Large RDF Graphs | 2009 | SIGMOD |
| 3 | 2,446 | Querying Semantic Web Data with SPARQL | 2011 | PODS |
| 4 | 6,258 | Cloud-based RDF Data Management | 2014 | SIGMOD |
| 5 | 859 | An Efficient SQL-based RDF Querying Scheme | 2005 | VLDB |
| 6 | 542 | Hexastore: Sextuple Indexing for Semantic Web Data Management | 2008 | VLDB |
| 7 | 1,565 | Column-Store Support for RDF Data Management: not all swans are white | 2008 | VLDB |
| 8 | 12,562 | Effective and Efficient Semantic Web Data Management over DB2 | 2008 | SIGMOD |
| 9 | 6,111 | Scaling Queries over Big RDF Graphs with Semantic Hash Partitioning | 2013 | VLDB |
| 10 | 500 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB |