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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
3984
Venue
SIGMOD
Year
2008
Pagerank
0.00016799754
Overall Rank
776 | 94.61%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 45 of 45 citing papers.

Rank Citing Paper Year Venue Pagerank
1,418 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.00012089363
1,429 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012033518
3,158 On-the-fly Progress Detection in Iterative Stream Queries 2009 VLDB 7.4648878e-05
3,791 Complex Event Detection at Wire Speed with FPGAs 2010 VLDB 6.7624761e-05
3,815 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 6.7333316e-05
4,007 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 6.5397067e-05
4,457 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1702339e-05
5,031 Event Pattern Matching over Graph Streams 2015 VLDB 5.7499783e-05
5,059 High-Performance Row Pattern Recognition Using Joins 2023 VLDB 5.7277656e-05
5,097 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 5.7011496e-05
5,489 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 5.4782335e-05
5,576 Conjunctive Queries with Inequalities Under Updates 2018 VLDB 5.426344e-05
6,144 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 5.1889367e-05
6,271 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.1335397e-05
6,396 GRETA: Graph-based Real-time Event Trend Aggregation 2018 VLDB 5.0824714e-05
6,612 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 4.9948556e-05
6,675 On the Complexity of Privacy-Preserving Complex Event Processing 2011 PODS 4.9660198e-05
6,783 Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation 2022 SIGMOD 4.9268991e-05
6,788 Index-Accelerated Pattern Matching in Event Stores 2021 SIGMOD 4.9252064e-05
7,037 Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories 2019 VLDB 4.8548122e-05
7,318 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 4.7638874e-05
7,695 CORE: a Complex Event Recognition Engine 2022 VLDB 4.6757592e-05
7,878 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 4.6295401e-05
8,149 Why Not Match: On Explanations of Event Pattern Queries 2021 SIGMOD 4.5752863e-05
8,349 Event Trend Aggregation Under Rich Event Matching Semantics 2019 SIGMOD 4.5405018e-05
8,351 History is a mirror to the future: Best-effort approximate complex event matching with insufficient resources 2017 VLDB 4.539516e-05
8,530 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 4.4937074e-05
8,733 T-ReX: Optimizing Pattern Search on Time Series 2023 SIGMOD 4.4573414e-05
8,816 DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing 2022 SIGMOD 4.4430954e-05
9,144 EIRES: Efficient Integration of Remote Data in Event Stream Processing 2021 SIGMOD 4.3850401e-05
9,413 MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks 2021 SIGMOD 4.3441378e-05
9,488 INEv: In-Network Evaluation for Event Stream Processing 2023 SIGMOD 4.3341665e-05
9,617 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD 4.3176634e-05
10,106 Regular Expression Indexing for Log Analysis 2026 SIGMOD 4.1945683e-05
10,345 Complex Event Recognition under Time Constraints: Towards a Formal Framework for Efficient Query Evaluation 2025 PODS 4.1945683e-05
10,505 SuSe: Summary Selection for Regular Expression Subsequence Aggregation over Streams 2025 SIGMOD 4.1945683e-05
10,523 Scalable Complex Event Processing on Video Streams 2025 SIGMOD 4.1945683e-05
10,956 DecoPa: Query Decomposition for Parallel Complex Event Processing 2024 SIGMOD 4.1945683e-05
11,057 Complex Event Recognition with Symbolic Register Transducers 2024 VLDB 4.1945683e-05
11,600 Data Stream Event Prediction Based on Timing Knowledge and State Transitions 2020 VLDB 4.1945683e-05
11,839 FERARI: A Prototype for Complex Event Processing over Streaming Multi-cloud Platforms 2016 SIGMOD 4.1945683e-05
11,881 Cleaning Timestamps with Temporal Constraints 2016 VLDB 4.1945683e-05
12,042 E-Matching: Event Processing over Noisy Sequences in Real Time 2013 SIGMOD 4.1945683e-05
12,054 Utility-Maximizing Event Stream Suppression 2013 SIGMOD 4.1945683e-05
12,206 Distributed Inference and Query Processing for RFID Tracking and Monitoring 2011 VLDB 4.1945683e-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
77 An Amateur's Introduction to Recursive Query Processing Strategies 1986 SIGMOD 0.00057043861
142 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041725802
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035426067
259 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00030174924
484 Composite Event Specification in Active Databases: Model & Implementation 1992 VLDB 0.00022086995
500 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00021637423
546 Composite Events for Active Databases: Semantics, Contexts and Detection 1994 VLDB 0.00020428141
666 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00018449748
944 Cayuga: A General Purpose Event Monitoring System 2007 CIDR 0.00015141297
1,141 Consistent Streaming Through Time: A Vision for Event Stream Processing 2007 CIDR 0.00013717279
1,340 Scalable Distributed Stream Processing 2003 CIDR 0.00012489223
2,070 Temporal Management of RFID Data 2005 VLDB 9.6254139e-05
4,230 Events on the Edge 2005 SIGMOD 6.339675e-05
4,233 What is "Next" in Event Processing? 2007 PODS 6.3376015e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
6,612 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 4.9948556e-05
4,589 Scalable Regular Expression Matching on Data Streams 2008 SIGMOD 6.06476e-05
3,815 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 6.7333316e-05
6,788 Index-Accelerated Pattern Matching in Event Stores 2021 SIGMOD 4.9252064e-05
4,457 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1702339e-05
4,007 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 6.5397067e-05
2,031 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 9.7377256e-05
259 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00030174924
6,144 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 5.1889367e-05
5,031 Event Pattern Matching over Graph Streams 2015 VLDB 5.7499783e-05