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GPU-Accelerated Subgraph Enumeration on Partitioned Graphs
Summary: GPU-based subgraph enumeration scales beyond GPU memory by partitioning graphs into chunks processed sequentially. To avoid cross-partition redundancy and PCIe transfers, this work uses a shared execution model to yield correct global instances.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5914
- Venue
- SIGMOD
- Year
- 2020
- Pagerank
- 6.8884895e-05
- Overall Rank
- 3,641 | 74.68%
- DOI
-
10.1145/3318464.3389699
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 24 of 24 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,036 |
RapidMatch: A Holistic Approach to Subgraph Query Processing |
2021 |
VLDB |
7.6735171e-05 |
| 4,968 |
Efficient GPU-Accelerated Subgraph Matching |
2023 |
SIGMOD |
5.7956205e-05 |
| 5,728 |
Circinus: Fast Redundancy-Reduced Subgraph Matching |
2023 |
SIGMOD |
5.3507988e-05 |
| 7,158 |
GPU-Accelerated Graph Label Propagation for Real-Time Fraud Detection |
2021 |
SIGMOD |
4.8143783e-05 |
| 7,225 |
Self-adaptive Graph Traversal on GPUs |
2021 |
SIGMOD |
4.7956162e-05 |
| 7,607 |
Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods |
2025 |
VLDB |
4.6967024e-05 |
| 7,712 |
Accelerating Exact Constrained Shortest Paths on GPUs |
2021 |
VLDB |
4.6715558e-05 |
| 7,934 |
Fast Local Subgraph Counting |
2024 |
VLDB |
4.613363e-05 |
| 8,273 |
GraphINC: Graph Pattern Mining at Network Speed |
2023 |
SIGMOD |
4.5450209e-05 |
| 9,106 |
TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database |
2023 |
SIGMOD |
4.3952103e-05 |
| 9,204 |
Themis: A GPU-accelerated Relational Query Execution Engine |
2025 |
VLDB |
4.3737475e-05 |
| 9,267 |
PimPam: Efficient Graph Pattern Matching on Real Processing-in-Memory Hardware |
2024 |
SIGMOD |
4.3663649e-05 |
| 10,079 |
Fast Optimal Group Steiner Tree Search using GPUs |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,131 |
A Comprehensive Survey of Subgraph Matching: [Experiments & Analysis] |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,163 |
Enumerating Graph Pattern Matches with ML Oracles |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,264 |
CEMR: An Effective Subgraph Matching Algorithm with Redundant Extension Elimination |
2026 |
VLDB |
4.1945683e-05 |
| 10,276 |
AGIS: Fast Approximate Graph Pattern Mining with Structure-Informed Sampling |
2026 |
VLDB |
4.1945683e-05 |
| 10,308 |
Efficient Partition-based Approaches for Diversified Top-k Subgraph Matching |
2026 |
VLDB |
4.1945683e-05 |
| 10,311 |
Efficient Temporal Edge-Core Maintenance in Streaming Graphs |
2026 |
VLDB |
4.1945683e-05 |
| 10,486 |
Rule-Based Graph Cleaning with GPUs on a Single Machine |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,514 |
cuMatch: A GPU-based Memory-Efficient Worst-case Optimal Join Processing Method for Subgraph Queries with Complex Patterns |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,863 |
Towards Sufficient GPU-accelerated Dynamic Graph Management: Survey and Experiment |
2025 |
VLDB |
4.1945683e-05 |
| 10,948 |
gSWORD: GPU-accelerated Sampling for Subgraph Counting |
2024 |
SIGMOD |
4.1945683e-05 |
| 10,979 |
Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching |
2024 |
SIGMOD |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 25 of 25 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 55 |
Efficiently Updating Materialized Views |
1986 |
SIGMOD |
0.00065762967 |
| 108 |
Truss Decomposition in Massive Networks |
2012 |
VLDB |
0.00048300163 |
| 396 |
One Trillion Edges: Graph Processing at Facebook-Scale |
2015 |
VLDB |
0.00024424102 |
| 461 |
Graphs-at-a-time: Query Language and Access Methods for Graph Databases |
2008 |
SIGMOD |
0.00022499343 |
| 506 |
On Graph Query Optimization in Large Networks |
2010 |
VLDB |
0.00021475362 |
| 612 |
Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism |
2008 |
VLDB |
0.0001920234 |
| 764 |
TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases |
2013 |
SIGMOD |
0.00017018712 |
| 1,180 |
Efficient Subgraph Matching by Postponing Cartesian Products |
2016 |
SIGMOD |
0.00013456907 |
| 1,500 |
Parallel Subgraph Listing in a Large-Scale Graph |
2014 |
SIGMOD |
0.00011674394 |
| 1,635 |
An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases |
2013 |
VLDB |
0.0001105793 |
| 1,756 |
Graphflow: An Active Graph Database |
2017 |
SIGMOD |
0.00010664542 |
| 1,953 |
Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows |
2018 |
VLDB |
9.9665955e-05 |
| 2,007 |
Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs |
2015 |
VLDB |
9.8081235e-05 |
| 2,162 |
Scalable Subgraph Enumeration in MapReduce |
2015 |
VLDB |
9.3964337e-05 |
| 2,572 |
Efficient Distributed Memory Management with RDMA and Caching |
2018 |
VLDB |
8.519943e-05 |
| 2,801 |
Scalable Distributed Subgraph Enumeration |
2017 |
VLDB |
8.0992955e-05 |
| 2,910 |
DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine |
2016 |
SIGMOD |
7.9266529e-05 |
| 2,997 |
Subgraph Matching: on Compression and Computation |
2018 |
VLDB |
7.7559339e-05 |
| 4,522 |
GPU-based Graph Traversal on Compressed Graphs |
2019 |
SIGMOD |
6.1146374e-05 |
| 4,577 |
Accelerating Dynamic Graph Analytics on GPUs |
2018 |
VLDB |
6.0709631e-05 |
| 5,324 |
Clustering Stream Data by Exploring the Evolution of Density Mountain |
2018 |
VLDB |
5.5691645e-05 |
| 5,554 |
Fast Failure Recovery for Main-Memory DBMSs on Multicores |
2017 |
SIGMOD |
5.4390216e-05 |
| 5,657 |
BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures |
2019 |
SIGMOD |
5.3864606e-05 |
| 5,680 |
Parallel Personalized PageRank on Dynamic Graphs |
2018 |
VLDB |
5.3734643e-05 |
| 5,811 |
Fast and Robust Distributed Subgraph Enumeration |
2019 |
VLDB |
5.317401e-05 |
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5.7956205e-05 |
| 10,270 |
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