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Column-Store Support for RDF Data Management: not all swans are white

Summary: Independent re-evaluation of RDF vertical partitioning, extending the benchmark and testing repeatability. Separates the effects of triple vs. vertically partitioned schemas and row- vs. column-store engines, challenging broad claims about universal superiority. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
9994
Venue
VLDB
Year
2008
Pagerank
0.00010349261
Overall Rank
1,565 | 89.27%
DOI
10.14778/1454159.1454227

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{sidirourgos_vldb08,
        title = {{Column-Store Support for RDF Data Management: not all swans are white}},
        author = {Sidirourgos, Lefteris and Goncalves, Romulo and Kersten, Martin and Nes, Niels and Manegold, Stefan},
        journal = {PVLDB},
        series = {{VLDB} '08},
        volume = {1},
        number = {2},
        pages = {1553--1560},
        doi = {10.14778/1454159.1454227},
        url = {https://doi.org/10.14778/1454159.1454227},
        year = {2008}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
500 Scalable SPARQL Querying of Large RDF Graphs 2011 VLDB 0.00017413839
721 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00014631814
1,979 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 9.3621296e-05
2,053 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 9.2518674e-05
2,287 TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing 2014 SIGMOD 8.8034872e-05
2,669 x-RDF-3X: Fast Querying, High Update Rates, and Consistency for RDF Databases 2010 VLDB 8.2742823e-05
3,556 Static Analysis and Optimization of Semantic Web Queries 2012 PODS 7.3113256e-05
4,982 Workload Matters: Why RDF Databases Need a New Design 2014 VLDB 6.4127848e-05
8,143 View Selection in Semantic Web Databases 2012 VLDB 5.4801187e-05
8,462 Inferray: fast in-memory RDF inference 2016 VLDB 5.4211759e-05
8,527 View Selection over Knowledge Graphs in Triple Stores 2021 VLDB 5.4119882e-05
8,935 Efficient Query Answering in Probabilistic RDF Graphs 2011 SIGMOD 5.3483178e-05
11,852 An Efficient Index for RDF Query Containment 2019 SIGMOD 5.093636e-05
12,119 Left Bit Right: For SPARQL Join Queries with OPTIONAL Patterns (Left-outer-joins) 2015 SIGMOD 5.093636e-05
12,311 Database Techniques for Linked Data Management 2012 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 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
366 Scalable Semantic Web Data Management Using Vertical Partitioning 2007 VLDB 0.00020039981
859 An Efficient SQL-based RDF Querying Scheme 2005 VLDB 0.00013561886
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4 6,047 Column Stores For Wide and Sparse Data 2007 CIDR
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7 12,562 Effective and Efficient Semantic Web Data Management over DB2 2008 SIGMOD
8 1,963 Building an Efficient RDF Store Over a Relational Database 2013 SIGMOD
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