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RapidFlow: An Efficient Approach to Continuous Subgraph Matching

Summary: RapidFlow reduces continuous subgraph matching to batch matching over the update-affected region, enabling effective orders beyond edge-anchored search. Its dual matching removes automorphism redundancy, outperforming TurboFlux and SymBi by up to 100×. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
hed8bd6b88f25311a
Venue
VLDB
Year
2022
Pagerank
6.132986e-05
Overall Rank
5,404 | 63.78%
DOI
10.14778/3551793.3551803
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{sun_vldb22,
        title = {{RapidFlow: An Efficient Approach to Continuous Subgraph Matching}},
        author = {Sun, Shixuan and Sun, Xibo and He, Bingsheng and Luo, Qiong},
        journal = {PVLDB},
        series = {{VLDB} '22},
        volume = {15},
        number = {11},
        pages = {2415--2427},
        doi = {10.14778/3551793.3551803},
        url = {https://doi.org/10.14778/3551793.3551803},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
208 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00024929198
356 On Graph Query Optimization in Large Networks 2010 VLDB 0.00020086045
439 Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism 2008 VLDB 0.00018247958
467 Design and Implementation of the LogicBlox System 2015 SIGMOD 0.00017740891
485 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017479773
658 Efficient Subgraph Matching by Postponing Cartesian Products 2016 SIGMOD 0.00015032442
706 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00014622696
942 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00012936571
952 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012878316
1,049 Graphflow: An Active Graph Database 2017 SIGMOD 0.00012293903
1,090 CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching 2019 SIGMOD 0.00012062682
1,148 Graph Pattern Matching: From Intractable to Polynomial Time 2010 VLDB 0.00011777466
1,171 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011677799
1,323 Incremental Graph Pattern Matching 2011 SIGMOD 0.00011019578
1,907 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 9.379165e-05
1,988 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.2301018e-05
2,128 Subgraph Matching: on Compression and Computation 2018 VLDB 8.9879343e-05
2,226 TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data 2018 SIGMOD 8.7971869e-05
4,601 Event Pattern Matching over Graph Streams 2015 VLDB 6.4964963e-05
4,658 Hop-constrained s-t Simple Path Enumeration: Towards Bridging Theory and Practice 2020 VLDB 6.468776e-05
4,801 Symmetric Continuous Subgraph Matching with Bidirectional Dynamic Programming 2021 VLDB 6.3940913e-05
5,418 Fast and Robust Distributed Subgraph Enumeration 2019 VLDB 6.1264302e-05
6,061 PathEnum: Towards Real-Time Hop-Constrained s-t Path Enumeration 2021 SIGMOD 5.8831543e-05
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