Event Pattern Matching over Graph Streams
Summary: Event pattern matching on dynamic graph streams; new semantics for time-ordered patterns and online processing. Proposes efficient online algorithms and evaluates on real-world data across four domains, highlighting performance and practicality. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Chunyao Song (University of Massachusetts Lowell)
- 2. Tingjian Ge (University of Massachusetts Lowell)
- 3. Cindy Chen (University of Massachusetts Lowell)
- 4. Jie Wang (University of Massachusetts Lowell)
BibTeX Citation
@article{song_vldb15,
title = {{Event Pattern Matching over Graph Streams}},
author = {Song, Chunyao and Ge, Tingjian and Chen, Cindy and Wang, Jie},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {4},
pages = {413--424},
doi = {10.14778/2735496.2735502},
url = {https://doi.org/10.14778/2735496.2735502},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,188 | Graph Stream Summarization: From Big Bang to Big Crunch | 2016 | SIGMOD | 8.8874856e-05 |
| 2,212 | TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data | 2018 | SIGMOD | 8.8195478e-05 |
| 4,589 | Fast Continuous Subgraph Matching over Streaming Graphs via Backtracking Reduction | 2023 | SIGMOD | 6.5130839e-05 |
| 4,783 | Symmetric Continuous Subgraph Matching with Bidirectional Dynamic Programming | 2021 | VLDB | 6.4133399e-05 |
| 5,383 | RapidFlow: An Efficient Approach to Continuous Subgraph Matching | 2022 | VLDB | 6.1533182e-05 |
| 5,984 | An In-Depth Study of Continuous Subgraph Matching | 2022 | VLDB | 5.9234316e-05 |
| 10,566 | Continuous Subgraph Matching via Cost-Model-based Dynamic Vertex Dominance Embeddings | 2026 | SIGMOD | 4.9769913e-05 |
| 12,071 | Simulation-based Approximate Graph Pattern Matching | 2020 | SIGMOD | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 443 | Efficient Subgraph Matching on Billion Node Graphs | 2012 | VLDB | 0.00018190518 |
| 580 | Efficient Pattern Matching over Event Streams | 2008 | SIGMOD | 0.0001607809 |
| 784 | Distance-Join: Pattern Match Query In a Large Graph Database | 2009 | VLDB | 0.00014015324 |
| 1,150 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB | 0.00011804185 |
| 1,181 | An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases | 2013 | VLDB | 0.00011621825 |
| 2,056 | Space Efficient Mining of Multigraph Streams | 2005 | PODS | 9.1092395e-05 |
| 2,238 | NeMa: Fast Graph Search with Label Similarity | 2013 | VLDB | 8.7738068e-05 |
| 2,701 | TreeSpan: Efficiently Computing Similarity All-Matching | 2012 | SIGMOD | 8.114832e-05 |
| 3,604 | Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases | 2012 | VLDB | 7.1672388e-05 |
| 3,828 | Complex Event Detection at Wire Speed with FPGAs | 2010 | VLDB | 6.994666e-05 |
| 5,606 | Capturing Topology in Graph Pattern Matching | 2012 | VLDB | 6.0667077e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,584 | On Complexity and Optimization of Expensive Queries in Complex Event Processing | 2014 | SIGMOD |
| 2 | 4,321 | On Dense Pattern Mining in Graph Streams | 2010 | VLDB |
| 3 | 443 | Efficient Subgraph Matching on Billion Node Graphs | 2012 | VLDB |
| 4 | 5,099 | Querying Graph Patterns | 2011 | PODS |
| 5 | 10,067 | TC-Match: Fast Time-constrained Continuous Subgraph Matching | 2024 | VLDB |
| 6 | 12,071 | Simulation-based Approximate Graph Pattern Matching | 2020 | SIGMOD |
| 7 | 12,103 | Data Stream Event Prediction Based on Timing Knowledge and State Transitions | 2020 | VLDB |
| 8 | 1,150 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB |
| 9 | 5,896 | Recognizing Patterns in Streams with Imprecise Timestamps | 2010 | VLDB |
| 10 | 580 | Efficient Pattern Matching over Event Streams | 2008 | SIGMOD |