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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
- 13340
- Venue
- VLDB
- Year
- 2023
- Pagerank
- 6.8557811e-05
- Overall Rank
- 3,670 | 74.50%
- 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 |
| 4,466 |
Robust Join Processing with Diamond Hardened Joins |
2024 |
VLDB |
6.1545841e-05 |
| 7,021 |
DuckPGQ: Bringing SQL/PGQ to DuckDB |
2023 |
VLDB |
4.8546368e-05 |
| 7,629 |
Incremental Sliding Window Connectivity over Streaming Graphs |
2024 |
VLDB |
4.6883161e-05 |
| 8,264 |
Revisiting the Design of In-Memory Dynamic Graph Storage |
2025 |
SIGMOD |
4.541321e-05 |
| 8,271 |
Adaptive Factorization Using Linear-Chained Hash Tables |
2025 |
CIDR |
4.539672e-05 |
| 8,480 |
Mammoths Are Slow: The Overlooked Transactions of Graph Data |
2024 |
VLDB |
4.4967501e-05 |
| 8,683 |
TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs |
2025 |
SIGMOD |
4.4632232e-05 |
| 8,964 |
Reservoir Sampling over Joins |
2024 |
SIGMOD |
4.4163852e-05 |
| 9,034 |
Extending SQL to Return a Subdatabase |
2025 |
SIGMOD |
4.3997447e-05 |
| 9,457 |
GraphScope Flex: LEGO-like Graph Computing Stack |
2024 |
SIGMOD |
4.3346427e-05 |
| 9,675 |
Trampoline-Style Queries for SQL |
2025 |
CIDR |
4.3006524e-05 |
| 9,744 |
GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support |
2025 |
SIGMOD |
4.2856385e-05 |
| 9,746 |
Still Asking: How Good Are Query Optimizers, Really? |
2025 |
VLDB |
4.2856385e-05 |
| 9,810 |
How DuckDB is USING KEY to Unlock Recursive Query Performance |
2025 |
SIGMOD |
4.2742278e-05 |
| 9,848 |
Saving Money for Analytical Workloads in the Cloud |
2024 |
VLDB |
4.2680295e-05 |
| 9,996 |
Raqlet: Cross-Paradigm Compilation for Recursive Queries |
2026 |
CIDR |
4.1905499e-05 |
| 10,424 |
RedTAO: A Trillion-edge High-throughput Graph Store |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,581 |
G-View: View Management for Graph Databases |
2025 |
VLDB |
4.1905499e-05 |
| 10,660 |
The LDBC Financial Benchmark: Transaction Workload |
2025 |
VLDB |
4.1905499e-05 |
| 10,752 |
Robust Recursive Query Parallelism in Graph Database Management Systems |
2025 |
VLDB |
4.1905499e-05 |
| 10,769 |
TuskFlow: An Efficient Graph Database for Long-Running Transactions |
2025 |
VLDB |
4.1905499e-05 |
| 10,808 |
GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes |
2025 |
VLDB |
4.1905499e-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 |
0.00036529607 |
| 260 |
Fast Exact Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling |
2013 |
SIGMOD |
0.00030020929 |
| 281 |
LinkBench: a Database Benchmark Based on the Facebook Social Graph |
2013 |
SIGMOD |
0.00029084275 |
| 327 |
The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing |
2018 |
VLDB |
0.00027312381 |
| 530 |
The LDBC Social Network Benchmark: Interactive Workload |
2015 |
SIGMOD |
0.00020823189 |
| 729 |
Umbra: A Disk-Based System with In-Memory Performance |
2020 |
CIDR |
0.00017448059 |
| 964 |
G-CORE: A Core for Future Graph Query Languages |
2018 |
SIGMOD |
0.00014967208 |
| 1,334 |
Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins |
2019 |
VLDB |
0.00012543633 |
| 1,621 |
Adaptive Optimization of Very Large Join Queries |
2018 |
SIGMOD |
0.00011105663 |
| 1,665 |
The More the Merrier: Efficient Multi-Source Graph Traversal |
2015 |
VLDB |
0.00010958779 |
| 2,201 |
LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms |
2016 |
VLDB |
9.3042485e-05 |
| 2,281 |
Adopting Worst-Case Optimal Joins in Relational Database Systems |
2020 |
VLDB |
9.122455e-05 |
| 2,504 |
Graph Pattern Matching in GQL and SQL/PGQ |
2022 |
SIGMOD |
8.629969e-05 |
| 2,914 |
Quantifying TPC-H Choke Points and Their Optimizations |
2020 |
VLDB |
7.9197583e-05 |
| 3,088 |
FDB: A Query Engine for Factorised Relational Databases |
2012 |
VLDB |
7.5940302e-05 |
| 4,017 |
Columnar Storage and List-based Processing for Graph Database Management Systems |
2021 |
VLDB |
6.5276062e-05 |
| 4,187 |
Aggregation Support for Modern Graph Analytics in TigerGraph |
2020 |
SIGMOD |
6.3700415e-05 |
| 4,374 |
Understanding and Benchmarking the Impact of GDPR on Database Systems |
2020 |
VLDB |
6.2346849e-05 |
| 4,416 |
Don't Hold My Data Hostage - A Case For Client Protocol Redesign |
2017 |
VLDB |
6.1963721e-05 |
| 5,473 |
TAOBench: An End-to-End Benchmark for Social Network Workloads |
2022 |
VLDB |
5.4886728e-05 |
| 5,734 |
Evolution of a Compiling Query Engine |
2021 |
VLDB |
5.3471832e-05 |
| 5,957 |
LMFAO: An Engine for Batches of Group-By Aggregates |
2020 |
VLDB |
5.2523266e-05 |
| 7,195 |
BSMA: A Benchmark for Analytical Queries over Social Media Data |
2014 |
VLDB |
4.799032e-05 |
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