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 |
|---|---|---|---|---|
| 2,202 | Graph Stream Summarization: From Big Bang to Big Crunch | 2016 | SIGMOD | 8.861907e-05 |
| 2,226 | TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data | 2018 | SIGMOD | 8.7971869e-05 |
| 4,485 | Fast Continuous Subgraph Matching over Streaming Graphs via Backtracking Reduction | 2023 | SIGMOD | 6.5644966e-05 |
| 4,801 | Symmetric Continuous Subgraph Matching with Bidirectional Dynamic Programming | 2021 | VLDB | 6.3940913e-05 |
| 5,404 | RapidFlow: An Efficient Approach to Continuous Subgraph Matching | 2022 | VLDB | 6.132986e-05 |
| 5,995 | An In-Depth Study of Continuous Subgraph Matching | 2022 | VLDB | 5.903845e-05 |
| 10,630 | Continuous Subgraph Matching via Cost-Model-based Dynamic Vertex Dominance Embeddings | 2026 | SIGMOD | 4.9605343e-05 |
| 12,115 | Simulation-based Approximate Graph Pattern Matching | 2020 | SIGMOD | 4.9605343e-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 |
|---|---|---|---|---|
| 440 | Efficient Subgraph Matching on Billion Node Graphs | 2012 | VLDB | 0.00018235529 |
| 582 | Efficient Pattern Matching over Event Streams | 2008 | SIGMOD | 0.00016025959 |
| 786 | Distance-Join: Pattern Match Query In a Large Graph Database | 2009 | VLDB | 0.00013979657 |
| 1,148 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB | 0.00011777466 |
| 1,180 | An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases | 2013 | VLDB | 0.00011600363 |
| 2,063 | Space Efficient Mining of Multigraph Streams | 2005 | PODS | 9.0815237e-05 |
| 2,251 | NeMa: Fast Graph Search with Label Similarity | 2013 | VLDB | 8.7460227e-05 |
| 2,705 | TreeSpan: Efficiently Computing Similarity All-Matching | 2012 | SIGMOD | 8.0936619e-05 |
| 3,612 | Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases | 2012 | VLDB | 7.1436297e-05 |
| 3,834 | Complex Event Detection at Wire Speed with FPGAs | 2010 | VLDB | 6.971628e-05 |
| 5,619 | Capturing Topology in Graph Pattern Matching | 2012 | VLDB | 6.0468899e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,586 | On Complexity and Optimization of Expensive Queries in Complex Event Processing | 2014 | SIGMOD |
| 2 | 4,323 | On Dense Pattern Mining in Graph Streams | 2010 | VLDB |
| 3 | 440 | Efficient Subgraph Matching on Billion Node Graphs | 2012 | VLDB |
| 4 | 5,122 | Querying Graph Patterns | 2011 | PODS |
| 5 | 10,101 | TC-Match: Fast Time-constrained Continuous Subgraph Matching | 2024 | VLDB |
| 6 | 12,115 | Simulation-based Approximate Graph Pattern Matching | 2020 | SIGMOD |
| 7 | 12,147 | Data Stream Event Prediction Based on Timing Knowledge and State Transitions | 2020 | VLDB |
| 8 | 1,148 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB |
| 9 | 5,912 | Recognizing Patterns in Streams with Imprecise Timestamps | 2010 | VLDB |
| 10 | 582 | Efficient Pattern Matching over Event Streams | 2008 | SIGMOD |