{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,3]],"date-time":"2026-10-03T20:36:36Z","timestamp":1791059796741,"version":"4.1.0"},"reference-count":10,"publisher":"Association for Computing Machinery (ACM)","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Proc. VLDB Endow."],"published-print":{"date-parts":[[2008,8]]},"abstract":"\n This paper reports on the results of an independent evaluation of the techniques presented in the VLDB 2007 paper \"Scalable Semantic Web Data Management Using Vertical Partitioning\", authored by D. Abadi, A. Marcus, S. R. Madden, and K. Hollenbach [1]. We revisit the proposed benchmark and examine both the data and query space coverage. The benchmark is extended to cover a larger portion of the query space in a canonical way. Repeatability of the experiments is assessed using the code base obtained from the authors. Inspired by the proposed\n vertically-partitioned<\/jats:italic>\n storage solution for RDF data and the performance figures using a column-store, we conduct a complementary analysis of state-of-the-art RDF storage solutions. To this end, we employ MonetDB\/SQL, a fully-functional open source column-store, and a well-known -- for its performance -- commercial row-store DBMS. We implement two relational RDF storage solutions --\n triple-store<\/jats:italic>\n and\n vertically-partitioned<\/jats:italic>\n -- in both systems. This allows us to expand the scope of [1] with the performance characterization along both dimensions -- triple-store vs. vertically-partitioned and row-store vs. column-store -- individually, before analyzing their combined effects. A detailed report of the experimental test-bed, as well as an in-depth analysis of the parameters involved, clarify the scope of the solution originally presented and position the results in a broader context by covering more systems.\n <\/jats:p>","DOI":"10.14778\/1454159.1454227","type":"journal-article","created":{"date-parts":[[2014,6,24]],"date-time":"2014-06-24T12:17:57Z","timestamp":1403612277000},"page":"1553-1563","source":"Crossref","is-referenced-by-count":109,"title":["Column-store support for RDF data management"],"prefix":"10.14778","volume":"1","author":[{"given":"Lefteris","family":"Sidirourgos","sequence":"first","affiliation":[{"name":"CWI, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Romulo","family":"Goncalves","sequence":"additional","affiliation":[{"name":"CWI, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Martin","family":"Kersten","sequence":"additional","affiliation":[{"name":"CWI, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Niels","family":"Nes","sequence":"additional","affiliation":[{"name":"CWI, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stefan","family":"Manegold","sequence":"additional","affiliation":[{"name":"CWI, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2008,8]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.5555\/1325851.1325900"},{"key":"e_1_2_1_2_1","unstructured":"Barton Library Catalog Data. http:\/\/simile.mit.edu\/rdf-test-data\/barton\/. Barton Library Catalog Data. http:\/\/simile.mit.edu\/rdf-test-data\/barton\/."},{"key":"e_1_2_1_3_1","first-page":"54","volume-title":"Harmelen. Sesame: A Generic Architecture for Storing and Querying RDF and RDF Schema. In Proceedings of the First International Semantic Web Conference on The Semantic Web","author":"Broekstra J.","year":"2002","unstructured":"J. Broekstra , A. Kampman , and F. van Harmelen. Sesame: A Generic Architecture for Storing and Querying RDF and RDF Schema. In Proceedings of the First International Semantic Web Conference on The Semantic Web , pages 54 -- 68 , 2002 . J. Broekstra, A. Kampman, and F. van Harmelen. Sesame: A Generic Architecture for Storing and Querying RDF and RDF Schema. In Proceedings of the First International Semantic Web Conference on The Semantic Web, pages 54--68, 2002."},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.5555\/1083592.1083734"},{"key":"e_1_2_1_5_1","first-page":"1","volume-title":"Proceedings of the 1st International Workshop on Practical and Scalable Semantic Systems","author":"Harris S.","year":"2003","unstructured":"S. Harris and N. Gibbins . 3store: Efficient Bulk RDF Storage . In Proceedings of the 1st International Workshop on Practical and Scalable Semantic Systems , pages 1 -- 15 , 2003 . S. Harris and N. Gibbins. 3store: Efficient Bulk RDF Storage. In Proceedings of the 1st International Workshop on Practical and Scalable Semantic Systems, pages 1--15, 2003."},{"key":"e_1_2_1_6_1","unstructured":"MonetDB\/SQL. http:\/\/monetdb.cwi.nl\/SQL. MonetDB\/SQL. http:\/\/monetdb.cwi.nl\/SQL."},{"key":"e_1_2_1_7_1","unstructured":"SPARQL Query Language for RDF. http:\/\/www.w3.org\/TR\/rdf-sparql-query\/. SPARQL Query Language for RDF. http:\/\/www.w3.org\/TR\/rdf-sparql-query\/."},{"key":"e_1_2_1_8_1","first-page":"553","volume-title":"Proceedings of the 31st international conference on Very large data bases","author":"Stonebraker M.","year":"2005","unstructured":"M. Stonebraker , D. Abadi , A. Batkin , X. Chen , M. Cherniack , M. Ferreira , E. Lau , A. Lin , S. Madden , E. O'Neil , P. O'Neil , A. Rasin , N. Tran , and S. Zdonik . C-Store: A Column Oriented DBMS . In Proceedings of the 31st international conference on Very large data bases , pages 553 -- 564 , 2005 . M. Stonebraker, D. Abadi, A. Batkin, X. Chen, M. Cherniack, M. Ferreira, E. Lau, A. Lin, S. Madden, E. O'Neil, P. O'Neil, A. Rasin, N. Tran, and S. Zdonik. C-Store: A Column Oriented DBMS. In Proceedings of the 31st international conference on Very large data bases, pages 553--564, 2005."},{"key":"e_1_2_1_9_1","first-page":"54","volume-title":"Proceedings of the Second International Workshop on Scalable Semantic Web Knowledge Base Systems","author":"Wilkinson K.","year":"2006","unstructured":"K. Wilkinson . Jena Property Table Implementation . In Proceedings of the Second International Workshop on Scalable Semantic Web Knowledge Base Systems , pages 54 -- 68 , 2006 . K. Wilkinson. Jena Property Table Implementation. In Proceedings of the Second International Workshop on Scalable Semantic Web Knowledge Base Systems, pages 54--68, 2006."},{"key":"e_1_2_1_10_1","first-page":"131","volume-title":"Proceedings of the First International Workshop on Semantic Web and Databases","author":"Wilkinson K.","year":"2003","unstructured":"K. Wilkinson , C. Sayers , H. Kuno , and D. Reynolds . Efficient RDF Storage and Retrieval in Jena2 . In Proceedings of the First International Workshop on Semantic Web and Databases , pages 131 -- 150 , 2003 . K. Wilkinson, C. Sayers, H. Kuno, and D. Reynolds. Efficient RDF Storage and Retrieval in Jena2. In Proceedings of the First International Workshop on Semantic Web and Databases, pages 131--150, 2003."}],"container-title":["Proceedings of the VLDB Endowment"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.14778\/1454159.1454227","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,28]],"date-time":"2022-12-28T09:54:55Z","timestamp":1672221295000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.14778\/1454159.1454227"}},"subtitle":["not all swans are white"],"short-title":[],"issued":{"date-parts":[[2008,8]]},"references-count":10,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2008,8]]}},"alternative-id":["10.14778\/1454159.1454227"],"URL":"https:\/\/doi.org\/10.14778\/1454159.1454227","relation":{},"ISSN":["2150-8097"],"issn-type":[{"value":"2150-8097","type":"print"}],"subject":[],"published":{"date-parts":[[2008,8]]}}}