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The LDBC Social Network Benchmark: Business Intelligence Workload
Summary: SNB BI: graph-OLAP benchmark with a scalable generator producing temporal small‑world graphs with skewed, structure‑correlated values and lifespan dynamics. Choke‑point workload plus parameter curation; metrics for single-query power and sustained throughput; portable across relational and graph DBMS.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13339
- Venue
- VLDB
- Year
- 2023
- Pagerank
- 6.8591612e-05
- Overall Rank
- 3,668 | 74.49%
- DOI
-
10.14778/3574245.3574270
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 22 of 22 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 4,465 |
Robust Join Processing with Diamond Hardened Joins |
2024 |
VLDB |
6.1604282e-05 |
| 7,033 |
DuckPGQ: Bringing SQL/PGQ to DuckDB |
2023 |
VLDB |
4.8551607e-05 |
| 7,627 |
Incremental Sliding Window Connectivity over Streaming Graphs |
2024 |
VLDB |
4.6928167e-05 |
| 8,267 |
Revisiting the Design of In-Memory Dynamic Graph Storage |
2025 |
SIGMOD |
4.545679e-05 |
| 8,275 |
Adaptive Factorization Using Linear-Chained Hash Tables |
2025 |
CIDR |
4.5439841e-05 |
| 8,481 |
Mammoths Are Slow: The Overlooked Transactions of Graph Data |
2024 |
VLDB |
4.501065e-05 |
| 8,687 |
TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs |
2025 |
SIGMOD |
4.4675056e-05 |
| 8,959 |
Reservoir Sampling over Joins |
2024 |
SIGMOD |
4.4206222e-05 |
| 9,031 |
Extending SQL to Return a Subdatabase |
2025 |
SIGMOD |
4.4039656e-05 |
| 9,455 |
GraphScope Flex: LEGO-like Graph Computing Stack |
2024 |
SIGMOD |
4.3388007e-05 |
| 9,675 |
Trampoline-Style Queries for SQL |
2025 |
CIDR |
4.3047774e-05 |
| 9,745 |
GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support |
2025 |
SIGMOD |
4.2897489e-05 |
| 9,747 |
Still Asking: How Good Are Query Optimizers, Really? |
2025 |
VLDB |
4.2897489e-05 |
| 9,811 |
How DuckDB is USING KEY to Unlock Recursive Query Performance |
2025 |
SIGMOD |
4.2783272e-05 |
| 9,848 |
Saving Money for Analytical Workloads in the Cloud |
2024 |
VLDB |
4.2721228e-05 |
| 9,997 |
Raqlet: Cross-Paradigm Compilation for Recursive Queries |
2026 |
CIDR |
4.1945683e-05 |
| 10,413 |
RedTAO: A Trillion-edge High-throughput Graph Store |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,572 |
G-View: View Management for Graph Databases |
2025 |
VLDB |
4.1945683e-05 |
| 10,652 |
The LDBC Financial Benchmark: Transaction Workload |
2025 |
VLDB |
4.1945683e-05 |
| 10,745 |
Robust Recursive Query Parallelism in Graph Database Management Systems |
2025 |
VLDB |
4.1945683e-05 |
| 10,763 |
TuskFlow: An Efficient Graph Database for Long-Running Transactions |
2025 |
VLDB |
4.1945683e-05 |
| 10,803 |
GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes |
2025 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 23 of 23 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 185 |
DuckDB: an Embeddable Analytical Database |
2019 |
SIGMOD |
0.00036538405 |
| 260 |
Fast Exact Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling |
2013 |
SIGMOD |
0.00030040036 |
| 281 |
LinkBench: a Database Benchmark Based on the Facebook Social Graph |
2013 |
SIGMOD |
0.0002906793 |
| 331 |
The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing |
2018 |
VLDB |
0.00027214222 |
| 536 |
The LDBC Social Network Benchmark: Interactive Workload |
2015 |
SIGMOD |
0.00020722862 |
| 735 |
Umbra: A Disk-Based System with In-Memory Performance |
2020 |
CIDR |
0.00017452467 |
| 964 |
G-CORE: A Core for Future Graph Query Languages |
2018 |
SIGMOD |
0.0001497475 |
| 1,333 |
Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins |
2019 |
VLDB |
0.00012523806 |
| 1,619 |
Adaptive Optimization of Very Large Join Queries |
2018 |
SIGMOD |
0.00011111678 |
| 1,665 |
The More the Merrier: Efficient Multi-Source Graph Traversal |
2015 |
VLDB |
0.00010967716 |
| 2,200 |
LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms |
2016 |
VLDB |
9.3075881e-05 |
| 2,275 |
Adopting Worst-Case Optimal Joins in Relational Database Systems |
2020 |
VLDB |
9.1262202e-05 |
| 2,505 |
Graph Pattern Matching in GQL and SQL/PGQ |
2022 |
SIGMOD |
8.634551e-05 |
| 2,916 |
Quantifying TPC-H Choke Points and Their Optimizations |
2020 |
VLDB |
7.9068048e-05 |
| 3,082 |
FDB: A Query Engine for Factorised Relational Databases |
2012 |
VLDB |
7.6014248e-05 |
| 4,012 |
Columnar Storage and List-based Processing for Graph Database Management Systems |
2021 |
VLDB |
6.5335884e-05 |
| 4,198 |
Aggregation Support for Modern Graph Analytics in TigerGraph |
2020 |
SIGMOD |
6.3677305e-05 |
| 4,377 |
Understanding and Benchmarking the Impact of GDPR on Database Systems |
2020 |
VLDB |
6.2404627e-05 |
| 4,419 |
Don't Hold My Data Hostage - A Case For Client Protocol Redesign |
2017 |
VLDB |
6.2022597e-05 |
| 5,463 |
TAOBench: An End-to-End Benchmark for Social Network Workloads |
2022 |
VLDB |
5.4938614e-05 |
| 5,723 |
Evolution of a Compiling Query Engine |
2021 |
VLDB |
5.3522361e-05 |
| 5,955 |
LMFAO: An Engine for Batches of Group-By Aggregates |
2020 |
VLDB |
5.2572882e-05 |
| 7,198 |
BSMA: A Benchmark for Analytical Queries over Social Media Data |
2014 |
VLDB |
4.8033496e-05 |
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