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Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation
Summary: Microbenchmark-based evaluation of graph databases; introduces a framework with the largest set of queries and operators to date. Tests on synthetic and real data at unprecedented scales; an open-source, extensible suite for extending datasets, systems, and queries.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 11974
- Venue
- VLDB
- Year
- 2019
- Pagerank
- 6.0663571e-05
- Overall Rank
- 4,574 | 68.22%
- DOI
-
10.14778/3297753.3297759
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,906 |
In-Memory Subgraph Matching: An In-depth Study |
2020 |
SIGMOD |
0.00010135267 |
| 3,644 |
G-CARE: A Framework for Performance Benchmarking of Cardinality Estimation Techniques for Subgraph Matching |
2020 |
SIGMOD |
6.8842065e-05 |
| 5,059 |
G-Tran: A High Performance Distributed Graph Database with a Decentralized Architecture |
2022 |
VLDB |
5.7207311e-05 |
| 5,898 |
IBM Db2 Graph: Supporting Synergistic and Retrofittable Graph Queries Inside IBM Db2 |
2020 |
SIGMOD |
5.2808882e-05 |
| 8,282 |
Knowledge Graph Exploration Systems: are we lost? |
2022 |
CIDR |
4.5392079e-05 |
| 8,584 |
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data |
2024 |
VLDB |
4.4857511e-05 |
| 9,036 |
Transforming RDF Graphs to Property Graphs using Standardized Schemas |
2024 |
SIGMOD |
4.3997447e-05 |
| 10,379 |
Aster: Enhancing LSM-structures for Scalable Graph Database |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,417 |
GES: High-Performance Graph Processing Engine and Service in Huawei |
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 |
Outgoing Citations (Sorted by Pagerank)
Showing 15 of 15 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 4 |
Pregel: A System for Large-Scale Graph Processing |
2010 |
SIGMOD |
0.0019040811 |
| 39 |
Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud |
2012 |
VLDB |
0.00075263552 |
| 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 |
| 847 |
The case against specialized graph analytics engines |
2015 |
CIDR |
0.00015939766 |
| 1,095 |
GRAMI: Frequent Subgraph and Pattern Mining in a Single Large Graph |
2014 |
VLDB |
0.00014103799 |
| 1,410 |
An Experimental Comparison of Pregel-like Graph Processing Systems |
2014 |
VLDB |
0.00012127229 |
| 1,876 |
Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation |
2015 |
VLDB |
0.00010242818 |
| 1,968 |
A Methodology for Database System Performance Evaluation |
1984 |
SIGMOD |
9.9099939e-05 |
| 2,641 |
STBenchmark: Towards a Benchmark for Mapping Systems |
2008 |
VLDB |
8.3968228e-05 |
| 4,340 |
Quantifying Isolation Anomalies |
2009 |
VLDB |
6.269792e-05 |
| 5,114 |
Columnstore and B+ tree – Are Hybrid Physical Designs Important? |
2018 |
SIGMOD |
5.6813929e-05 |
| 6,706 |
Big Graph Analytics Systems |
2016 |
SIGMOD |
4.9501419e-05 |
| 7,023 |
Contention-Aware Lock Scheduling for Transactional Databases |
2018 |
VLDB |
4.853107e-05 |
| 7,824 |
A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data |
2017 |
VLDB |
4.6390831e-05 |
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