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Efficient Pattern Matching over Event Streams

Summary: Presents a formal evaluation model and principled framework for stream pattern matching, transcending regex-like languages. It analyzes runtime complexity and adds sharing-based storage/compute optimizations, with experiments showing gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4046
Venue
SIGMOD
Year
2008
Pagerank
0.00016445548
Overall Rank
565 | 96.13%
DOI
10.1145/1376616.1376634

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{agrawal_sigmod08,
        title = {{Efficient Pattern Matching over Event Streams}},
        author = {Agrawal, Jagrati and Diao, Yanlei and Gyllstrom, Daniel and Immerman, Neil},
        series = {{SIGMOD} '08},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1376616.1376634},
        url = {https://dl.acm.org/doi/10.1145/1376616.1376634},
        year = {2008}
}

Incoming Citations (Sorted by Pagerank)

Showing 46 of 46 citing papers.

Rank Citing Paper Year Venue Pagerank
1,005 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.000126998
1,022 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012602841
3,342 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 7.4999147e-05
3,352 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 7.4932699e-05
3,744 Complex Event Detection at Wire Speed with FPGAs 2010 VLDB 7.1576479e-05
3,946 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 7.0046969e-05
4,189 On-the-fly Progress Detection in Iterative Stream Queries 2009 VLDB 6.8435848e-05
4,503 Event Pattern Matching over Graph Streams 2015 VLDB 6.6597953e-05
4,588 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.6167545e-05
5,066 Conjunctive Queries with Inequalities Under Updates 2018 VLDB 6.3771079e-05
5,101 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 6.3642265e-05
5,321 High-Performance Row Pattern Recognition Using Joins 2023 VLDB 6.2659937e-05
5,776 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 6.0920784e-05
6,062 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.9906826e-05
6,168 GRETA: Graph-based Real-time Event Trend Aggregation 2018 VLDB 5.9519439e-05
6,204 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 5.9444229e-05
6,549 Index-Accelerated Pattern Matching in Event Stores 2021 SIGMOD 5.8442558e-05
6,738 Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation 2022 SIGMOD 5.7874192e-05
6,880 Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories 2019 VLDB 5.7470112e-05
7,103 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.7023779e-05
7,241 On the Complexity of Privacy-Preserving Complex Event Processing 2011 PODS 5.6643118e-05
7,574 CORE: a Complex Event Recognition Engine 2022 VLDB 5.5938402e-05
7,634 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 5.5770904e-05
8,322 Event Trend Aggregation Under Rich Event Matching Semantics 2019 SIGMOD 5.4540698e-05
8,337 History is a mirror to the future: Best-effort approximate complex event matching with insufficient resources 2017 VLDB 5.4511087e-05
8,388 Why Not Match: On Explanations of Event Pattern Queries 2021 SIGMOD 5.4364073e-05
8,717 T-ReX: Optimizing Pattern Search on Time Series 2023 SIGMOD 5.3774918e-05
8,736 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 5.3766157e-05
8,824 DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing 2022 SIGMOD 5.3623113e-05
9,246 EIRES: Efficient Integration of Remote Data in Event Stream Processing 2021 SIGMOD 5.2992384e-05
9,564 MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks 2021 SIGMOD 5.2528121e-05
9,628 INEv: In-Network Evaluation for Event Stream Processing 2023 SIGMOD 5.2434488e-05
9,764 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD 5.2233526e-05
10,284 ReStore: A Reinforcement Learning Approach for Data Migration in Multi-Tiered Storage 2026 SIGMOD 5.093636e-05
10,396 Regular Expression Indexing for Log Analysis 2026 SIGMOD 5.093636e-05
10,641 Complex Event Recognition under Time Constraints: Towards a Formal Framework for Efficient Query Evaluation 2025 PODS 5.093636e-05
10,779 SuSe: Summary Selection for Regular Expression Subsequence Aggregation over Streams 2025 SIGMOD 5.093636e-05
10,795 Scalable Complex Event Processing on Video Streams 2025 SIGMOD 5.093636e-05
11,171 DecoPa: Query Decomposition for Parallel Complex Event Processing 2024 SIGMOD 5.093636e-05
11,265 Complex Event Recognition with Symbolic Register Transducers 2024 VLDB 5.093636e-05
11,795 Data Stream Event Prediction Based on Timing Knowledge and State Transitions 2020 VLDB 5.093636e-05
12,040 FERARI: A Prototype for Complex Event Processing over Streaming Multi-cloud Platforms 2016 SIGMOD 5.093636e-05
12,081 Cleaning Timestamps with Temporal Constraints 2016 VLDB 5.093636e-05
12,240 E-Matching: Event Processing over Noisy Sequences in Real Time 2013 SIGMOD 5.093636e-05
12,252 Utility-Maximizing Event Stream Suppression 2013 SIGMOD 5.093636e-05
12,401 Distributed Inference and Query Processing for RFID Tracking and Monitoring 2011 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank Cited Paper Year Venue Pagerank
63 An Amateur's Introduction to Recursive Query Processing Strategies 1986 SIGMOD 0.00038782376
111 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032990214
150 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00029208207
229 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023927582
441 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00018407547
597 Composite Event Specification in Active Databases: Model & Implementation 1992 VLDB 0.00015921967
629 Composite Events for Active Databases: Semantics, Contexts and Detection 1994 VLDB 0.00015625304
639 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00015434427
732 Cayuga: A General Purpose Event Monitoring System 2007 CIDR 0.00014536846
899 Consistent Streaming Through Time: A Vision for Event Stream Processing 2007 CIDR 0.00013337792
1,090 Scalable Distributed Stream Processing 2003 CIDR 0.0001224178
1,990 Temporal Management of RFID Data 2005 VLDB 9.3484709e-05
3,909 What is "Next" in Event Processing? 2007 PODS 7.025812e-05
4,767 Events on the Edge 2005 SIGMOD 6.5180182e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 6,204 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD
2 4,391 Scalable Regular Expression Matching on Data Streams 2008 SIGMOD
3 3,342 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB
4 6,549 Index-Accelerated Pattern Matching in Event Stores 2021 SIGMOD
5 3,946 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD
6 3,352 Scalable Pattern Sharing on Event Streams 2016 SIGMOD
7 1,547 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD
8 229 High-Performance Complex Event Processing over Streams 2006 SIGMOD
9 5,776 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB
10 4,503 Event Pattern Matching over Graph Streams 2015 VLDB