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An Extensive Experimental Study of Indexes in Continuous Subgraph Matching:[Experiments & Analysis]

Summary: Decouples indexing vs. enumeration in continuous subgraph matching and systematically benchmarks CSM index designs. Shows how index choice depends on workload/memory, identifies dispensable components under space pressure, and argues candidate-count is a misleading filter-quality metric. (summarized by gpt-5.4-mini on Apr 11 2026)

Paper ID
7640
Venue
SIGMOD
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,428 | 28.46%
DOI
10.1145/3786623

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Authors

BibTeX Citation

@inproceedings{gou_sigmod26,
        title = {{An Extensive Experimental Study of Indexes in Continuous Subgraph Matching:[Experiments \& Analysis]}},
        author = {Gou, Xiangyang and Zou, Lei and Yu, Jeffrey Xu and Zhang, Wenjie},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3786623},
        url = {https://dl.acm.org/doi/10.1145/3786623},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 24 of 24 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
442 Efficient Subgraph Matching on Billion Node Graphs 2012 VLDB 0.00018398144
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
530 An Analytical Study of Large SPARQL Query Logs 2018 VLDB 0.0001709169
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
816 The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates 2017 SIGMOD 0.00013827772
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
1,296 Incremental Graph Pattern Matching 2011 SIGMOD 0.00011269684
1,487 Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs 2015 VLDB 0.00010615297
1,774 gStore: Answering SPARQL Queries via Subgraph Matching 2011 VLDB 9.7870727e-05
1,944 Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs 2014 VLDB 9.4354517e-05
2,182 TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data 2018 SIGMOD 9.010121e-05
2,190 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 8.9804702e-05
4,722 Symmetric Continuous Subgraph Matching with Bidirectional Dynamic Programming 2021 VLDB 6.5438628e-05
4,995 Fast Continuous Subgraph Matching over Streaming Graphs via Backtracking Reduction 2023 SIGMOD 6.4089186e-05
5,275 RapidFlow: An Efficient Approach to Continuous Subgraph Matching 2022 VLDB 6.2873652e-05
5,870 An In-Depth Study of Continuous Subgraph Matching 2022 VLDB 6.061038e-05
6,924 SUFF: Accelerating Subgraph Matching with Historical Data 2023 VLDB 5.738697e-05
9,440 In-depth Analysis of Continuous Subgraph Matching in a Common Delta Query Compilation Framework 2024 SIGMOD 5.2680376e-05
9,872 TC-Match: Fast Time-constrained Continuous Subgraph Matching 2024 VLDB 5.2043672e-05
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