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Subgraph Matching over Graph Federation
Summary: Graph federation across heterogeneous sources; FedGraph enables subgraph matching via decomp. and distributed joining. NP-hard; uses phase-wise approximation algorithms; benchmarks show 37.3x speedup and 61.8x less communication than state-of-the-art.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 12920
- Venue
- VLDB
- Year
- 2022
- Pagerank
- 5.2208051e-05
- Overall Rank
- 6,081 | 57.70%
- DOI
-
10.14778/3494124.3494129
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 20 of 20 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 |
0.0019005923 |
| 461 |
Graphs-at-a-time: Query Language and Access Methods for Graph Databases |
2008 |
SIGMOD |
0.00022499343 |
| 612 |
Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism |
2008 |
VLDB |
0.0001920234 |
| 651 |
Efficient Subgraph Matching on Billion Node Graphs |
2012 |
VLDB |
0.00018648572 |
| 764 |
TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases |
2013 |
SIGMOD |
0.00017018712 |
| 813 |
Left-Deep Vs. Bushy Trees: An Analysis Of Strategy Spaces And Its Implications For Query Optimization |
1991 |
SIGMOD |
0.0001639584 |
| 939 |
Data Lake Management: Challenges and Opportunities |
2019 |
VLDB |
0.00015187344 |
| 1,066 |
Probase: A Probabilistic Taxonomy for Text Understanding |
2012 |
SIGMOD |
0.0001433416 |
| 1,180 |
Efficient Subgraph Matching by Postponing Cartesian Products |
2016 |
SIGMOD |
0.00013456907 |
| 1,561 |
Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together |
2019 |
SIGMOD |
0.00011358946 |
| 1,676 |
Speedup Graph Processing by Graph Ordering |
2016 |
SIGMOD |
0.00010946423 |
| 1,775 |
CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching |
2019 |
SIGMOD |
0.00010602927 |
| 1,953 |
Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows |
2018 |
VLDB |
9.9665955e-05 |
| 2,162 |
Scalable Subgraph Enumeration in MapReduce |
2015 |
VLDB |
9.3964337e-05 |
| 2,459 |
Multi-dimensional Resource Scheduling for Parallel Queries |
1996 |
SIGMOD |
8.7676516e-05 |
| 2,801 |
Scalable Distributed Subgraph Enumeration |
2017 |
VLDB |
8.0992955e-05 |
| 2,997 |
Subgraph Matching: on Compression and Computation |
2018 |
VLDB |
7.7559339e-05 |
| 4,556 |
Distributed Subgraph Matching on Timely Dataflow |
2019 |
VLDB |
6.0883757e-05 |
| 8,409 |
Ontology-based Entity Matching in Attributed Graphs |
2019 |
VLDB |
4.5205877e-05 |
| 9,578 |
Querying Shared Data with Security Heterogeneity |
2020 |
SIGMOD |
4.3248081e-05 |
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| Overall Rank |
Paper |
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Venue |
Pagerank |
| 8,740 |
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4.456315e-05 |
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VLDB |
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| 6,281 |
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SIGMOD |
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2020 |
SIGMOD |
4.1945683e-05 |
| 3,187 |
Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching |
2021 |
SIGMOD |
7.4136521e-05 |
| 10,270 |
Characterizing Parallel Subgraph Matching Performance: A Systematic Study of Interactions, Scalability, and Enumeration |
2026 |
VLDB |
4.1945683e-05 |
| 4,556 |
Distributed Subgraph Matching on Timely Dataflow |
2019 |
VLDB |
6.0883757e-05 |
| 651 |
Efficient Subgraph Matching on Billion Node Graphs |
2012 |
VLDB |
0.00018648572 |