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10.1109/ICDE.2009.28guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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SP^2Bench: A SPARQL Performance Benchmark

Published: 29 March 2009 Publication History

Abstract

Recently, the SPARQL query language for RDF has reached the W3C recommendation status. In response to this emerging standard, the database community is currently exploring efficient storage techniques for RDF data and evaluation strategies for SPARQL queries. A meaningful analysis and comparison of these approaches necessitates a comprehensive and universal benchmark platform. To this end, we have developed SP^2Bench, a publicly available, language-specific SPARQL performance benchmark. SP^2Bench is settled in the DBLP scenario and comprises both a data generator for creating arbitrarily large DBLP-like documents and a set of carefully designed benchmark queries. The generated documents mirror key characteristics and social-world distributions encountered in the original DBLP data set, while the queries implement meaningful requests on top of this data, covering a variety of SPARQL operator constellationsand RDF access patterns. As a proof of concept, we apply SP^2Bench to existing engines and discuss their strengths and weaknesses that follow immediately from the benchmark results

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  • (2023)Re-Construction Impact on Metadata Representation ModelsProceedings of the 12th Knowledge Capture Conference 202310.1145/3587259.3627554(197-205)Online publication date: 5-Dec-2023
  • (2022)A SPARQL benchmark for distributed databases in IoT environmentsProceedings of the International Workshop on Big Data in Emergent Distributed Environments10.1145/3530050.3532929(1-6)Online publication date: 12-Jun-2022
  • (2022)A SPARQL to Cypher Transpiler: Proposal and Initial ResultsProceedings of the 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD)10.1145/3493700.3493757(312-313)Online publication date: 8-Jan-2022
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Published In

cover image Guide Proceedings
ICDE '09: Proceedings of the 2009 IEEE International Conference on Data Engineering
March 2009
1772 pages
ISBN:9780769535456

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IEEE Computer Society

United States

Publication History

Published: 29 March 2009

Author Tags

  1. Benchmark
  2. Data Generator
  3. Queries
  4. RDF
  5. SPARQL

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  • (2023)Re-Construction Impact on Metadata Representation ModelsProceedings of the 12th Knowledge Capture Conference 202310.1145/3587259.3627554(197-205)Online publication date: 5-Dec-2023
  • (2022)A SPARQL benchmark for distributed databases in IoT environmentsProceedings of the International Workshop on Big Data in Emergent Distributed Environments10.1145/3530050.3532929(1-6)Online publication date: 12-Jun-2022
  • (2022)A SPARQL to Cypher Transpiler: Proposal and Initial ResultsProceedings of the 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD)10.1145/3493700.3493757(312-313)Online publication date: 8-Jan-2022
  • (2021)Sequential linked dataSemantic Web10.3233/SW-21043612:6(927-958)Online publication date: 1-Jan-2021
  • (2021)An empirical evaluation of cost-based federated SPARQL query processing enginesSemantic Web10.3233/SW-20042012:6(843-868)Online publication date: 1-Jan-2021
  • (2020)Towards making sense of Spark-SQL performance for processing vast distributed RDF datasetsProceedings of The International Workshop on Semantic Big Data10.1145/3391274.3393632(1-6)Online publication date: 14-Jun-2020
  • (2020)G-CARE: A Framework for Performance Benchmarking of Cardinality Estimation Techniques for Subgraph MatchingProceedings of the 2020 ACM SIGMOD International Conference on Management of Data10.1145/3318464.3389702(1099-1114)Online publication date: 11-Jun-2020
  • (2019)Generating public transport data based on population distributions for RDF benchmarkingSemantic Web10.3233/SW-18031910:2(305-328)Online publication date: 1-Jan-2019
  • (2018)A Rule-Based Transducer for Querying Incompletely Aligned DatasetsACM Transactions on the Web10.1145/322832812:4(1-40)Online publication date: 27-Sep-2018
  • (2018)An early look at the LDBC social network benchmark's business intelligence workloadProceedings of the 1st ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA)10.1145/3210259.3210268(1-11)Online publication date: 10-Jun-2018
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