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The LDBC Social Network Benchmark: Interactive Workload

Published: 27 May 2015 Publication History

Abstract

The Linked Data Benchmark Council (LDBC) is now two years underway and has gathered strong industrial participation for its mission to establish benchmarks, and benchmarking practices for evaluating graph data management systems. The LDBC introduced a new choke-point driven methodology for developing benchmark workloads, which combines user input with input from expert systems architects, which we outline. This paper describes the LDBC Social Network Benchmark (SNB), and presents database benchmarking innovation in terms of graph query functionality tested, correlated graph generation techniques, as well as a scalable benchmark driver on a workload with complex graph dependencies. SNB has three query workloads under development: Interactive, Business Intelligence, and Graph Algorithms. We describe the SNB Interactive Workload in detail and illustrate the workload with some early results, as well as the goals for the two other workloads.

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  • (2024)HyBench: A New Benchmark for HTAP DatabasesProceedings of the VLDB Endowment10.14778/3641204.364120617:5(939-951)Online publication date: 2-May-2024
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    cover image ACM Conferences
    SIGMOD '15: Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data
    May 2015
    2110 pages
    ISBN:9781450327589
    DOI:10.1145/2723372
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 27 May 2015

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    Author Tags

    1. benchmarking
    2. graph databases
    3. rdf databases

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    • Research-article

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    SIGMOD/PODS'15
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    SIGMOD/PODS'15: International Conference on Management of Data
    May 31 - June 4, 2015
    Victoria, Melbourne, Australia

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    SIGMOD '15 Paper Acceptance Rate 106 of 415 submissions, 26%;
    Overall Acceptance Rate 785 of 4,003 submissions, 20%

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    Cited By

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    • (2024)Galaxybase: A High Performance Native Distributed Graph Database for HTAPProceedings of the VLDB Endowment10.14778/3685800.368581417:12(3893-3905)Online publication date: 1-Aug-2024
    • (2024)LM-SRPQ: Efficiently Answering Regular Path Query in Streaming GraphsProceedings of the VLDB Endowment10.14778/3641204.364121417:5(1047-1059)Online publication date: 1-Jan-2024
    • (2024)HyBench: A New Benchmark for HTAP DatabasesProceedings of the VLDB Endowment10.14778/3641204.364120617:5(939-951)Online publication date: 2-May-2024
    • (2024)Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level BatchingProceedings of the ACM on Management of Data10.1145/36771292:4(1-29)Online publication date: 30-Sep-2024
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    • (2024)Testing Gremlin-Based Graph Database Systems via Query DisassemblingProceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis10.1145/3650212.3680392(1695-1707)Online publication date: 11-Sep-2024
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    • (2024)Differential Optimization Testing of Gremlin-Based Graph Database Systems2024 IEEE Conference on Software Testing, Verification and Validation (ICST)10.1109/ICST60714.2024.00012(25-36)Online publication date: 27-May-2024
    • (2024)BIFROST: A Future Graph Database Runtime2024 IEEE 40th International Conference on Data Engineering (ICDE)10.1109/ICDE60146.2024.00448(5605-5613)Online publication date: 13-May-2024
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