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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
12921
Venue
VLDB
Year
2022
Pagerank
6.2873652e-05
Overall Rank
5,275 | 63.81%
DOI
10.14778/3551793.3551803

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
211 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00024797217
352 On Graph Query Optimization in Large Networks 2010 VLDB 0.00020375193
431 Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism 2008 VLDB 0.00018577017
485 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017717377
490 Design and Implementation of the LogicBlox System 2015 SIGMOD 0.000175757
659 Efficient Subgraph Matching by Postponing Cartesian Products 2016 SIGMOD 0.00015214062
809 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00013874588
927 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00013161079
1,006 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012699518
1,058 Graphflow: An Active Graph Database 2017 SIGMOD 0.00012378784
1,102 CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching 2019 SIGMOD 0.00012166591
1,128 Graph Pattern Matching: From Intractable to Polynomial Time 2010 VLDB 0.0001206219
1,237 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011545768
1,296 Incremental Graph Pattern Matching 2011 SIGMOD 0.00011269684
2,035 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.2787188e-05
2,182 TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data 2018 SIGMOD 9.010121e-05
2,187 Subgraph Matching: on Compression and Computation 2018 VLDB 8.9966682e-05
2,190 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 8.9804702e-05
4,503 Event Pattern Matching over Graph Streams 2015 VLDB 6.6597953e-05
4,551 Hop-constrained s-t Simple Path Enumeration: Towards Bridging Theory and Practice 2020 VLDB 6.6355948e-05
4,722 Symmetric Continuous Subgraph Matching with Bidirectional Dynamic Programming 2021 VLDB 6.5438628e-05
5,296 Fast and Robust Distributed Subgraph Enumeration 2019 VLDB 6.2782852e-05
5,938 PathEnum: Towards Real-Time Hop-Constrained s-t Path Enumeration 2021 SIGMOD 6.0343238e-05
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