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T-FSM: A Task-Based System for Massively Parallel Frequent Subgraph Pattern Mining from a Big Graph
Summary: T-FSM's task-based parallel engine delivers high concurrency with bounded memory and balanced load for large-scale subgraph mining. It introduces Fraction-Score, a more accurate anti-monotonic measure than MNI, with speedups and open-source release.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6577
- Venue
- SIGMOD
- Year
- 2023
- Pagerank
- 4.3254416e-05
- Overall Rank
- 9,561 | 33.49%
- DOI
-
10.1145/3588928
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 203 |
Graph Indexing: A Frequent Structure-based Approach |
2004 |
SIGMOD |
0.00034889335 |
| 461 |
Graphs-at-a-time: Query Language and Access Methods for Graph Databases |
2008 |
SIGMOD |
0.00022499343 |
| 1,089 |
GRAMI: Frequent Subgraph and Pattern Mining in a Single Large Graph |
2014 |
VLDB |
0.00014157922 |
| 1,333 |
Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins |
2019 |
VLDB |
0.00012523806 |
| 1,561 |
Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together |
2019 |
SIGMOD |
0.00011358946 |
| 1,924 |
In-Memory Subgraph Matching: An In-depth Study |
2020 |
SIGMOD |
0.00010077055 |
| 3,009 |
Pangolin: An Efficient and Flexible Graph Mining System on CPU and GPU |
2020 |
VLDB |
7.7214924e-05 |
| 3,036 |
RapidMatch: A Holistic Approach to Subgraph Query Processing |
2021 |
VLDB |
7.6735171e-05 |
| 3,161 |
K-Automorphism: A General Framework for Privacy Preserving Network Publication |
2009 |
VLDB |
7.4613905e-05 |
| 3,215 |
Fractal: A General-Purpose Graph Pattern Mining System |
2019 |
SIGMOD |
7.3645742e-05 |
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| 4,716 |
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| 6,406 |
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| 11,028 |
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| 9,565 |
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SIGMOD |
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| 3,989 |
Mind the Gap: Large-Scale Frequent Sequence Mining |
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6.5583327e-05 |
| 3,215 |
Fractal: A General-Purpose Graph Pattern Mining System |
2019 |
SIGMOD |
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| 10,848 |
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VLDB |
4.1945683e-05 |