Characterizing Parallel Subgraph Matching Performance: A Systematic Study of Interactions, Scalability, and Enumeration
Summary: Systematic empirical study of parallel subgraph matching on shared-memory multicore: disentangles task splitting, scheduling, and match enumeration. Evaluates 100 technique combinations, exposing interaction effects, scalability limits, and when sequential algorithms can be parallelized effectively. (summarized by gpt-5.4-mini on May 27 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Tao Yu (Fudan University)
- 2. Zhijie Zhang (Fudan University)
- 3. Weiguo Zheng (Fudan University)
- 4. Jeffrey Xu Yu (Chinese University of Hong Kong)
- 5. Qiang Zhou (Ant Financial)
- 6. Chuntao Hong (Ant Financial)
BibTeX Citation
@article{yu_vldb26,
title = {{Characterizing Parallel Subgraph Matching Performance: A Systematic Study of Interactions, Scalability, and Enumeration}},
author = {Yu, Tao and Zhang, Zhijie and Zheng, Weiguo and Yu, Jeffrey Xu and Zhou, Qiang and Hong, Chuntao},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {7},
pages = {1659--1673},
doi = {10.14778/3801059.3801076},
url = {https://doi.org/10.14778/3801059.3801076},
year = {2026}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 47 of 47 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,246 | Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows | 2018 | VLDB |
| 2 | 3,616 | Parallel Local Graph Clustering | 2016 | VLDB |
| 3 | 10,204 | Beyond Maximum Common Subgraph: A Framework Maximizing Shared Computation for Multi-Query Subgraph Matching | 2026 | SIGMOD |
| 4 | 10,419 | A Comprehensive Survey of Subgraph Matching: [Experiments & Analysis] | 2026 | SIGMOD |
| 5 | 1,036 | Parallel Subgraph Listing in a Large-Scale Graph | 2014 | SIGMOD |
| 6 | 4,983 | A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction | 2024 | SIGMOD |
| 7 | 10,564 | gMatch: Fine-Grained and Hardware-Efficient Subgraph Matching on GPUs | 2026 | VLDB |
| 8 | 3,821 | Distributed Subgraph Matching on Timely Dataflow | 2019 | VLDB |
| 9 | 442 | Efficient Subgraph Matching on Billion Node Graphs | 2012 | VLDB |
| 10 | 10,050 | Towards the Scheduling of Vertex-constrained Multi Subgraph Matching Query | 2020 | SIGMOD |