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High-Performance Complex Event Processing over Streams

Summary: High-performance complex event processing over real-time RFID streams, with a new RFID-optimized CEP language and a plan-based execution model. Native sequence operators feed into relational pipelines, with extensive optimizations for large sliding windows and intermediate results; evaluated against a state-of-the-art stream processor. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3770
Venue
SIGMOD
Year
2006
Pagerank
0.00030155645
Overall Rank
259 | 98.21%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 61 citing papers.

Rank Citing Paper Year Venue Pagerank
772 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016790632
945 Cayuga: A General Purpose Event Monitoring System 2007 CIDR 0.0001512921
1,141 Consistent Streaming Through Time: A Vision for Event Stream Processing 2007 CIDR 0.00013703749
1,417 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.00012084678
1,799 Towards a Streaming SQL Standard 2008 VLDB 0.0001049736
2,009 Efficient Network Aware Search in Collaborative Tagging Sites 2008 VLDB 9.8098536e-05
2,029 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 9.7344839e-05
2,341 SASE: Complex Event Processing over Streams 2007 CIDR 9.0009661e-05
2,828 Plan-based Complex Event Detection across Distributed Sources 2008 VLDB 8.0545975e-05
2,951 Indexing Boolean Expressions 2009 VLDB 7.8248136e-05
3,166 On-the-fly Progress Detection in Iterative Stream Queries 2009 VLDB 7.4575531e-05
3,214 Cayuga: A High-Performance Event Processing Engine 2007 SIGMOD 7.3708419e-05
3,395 Event Queries on Correlated Probabilistic Streams 2008 SIGMOD 7.1402267e-05
3,590 Automatic Enforcement of Data Use Policies with DataLawyer 2015 SIGMOD 6.9376243e-05
3,818 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 6.7279318e-05
4,012 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 6.5338454e-05
4,233 What is "Next" in Event Processing? 2007 PODS 6.3321186e-05
4,456 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1644341e-05
4,810 Massively Multi-Query Join Processing in Publish/Subscribe Systems 2007 SIGMOD 5.9018713e-05
4,882 High-Performance Complex Event Processing over XML Streams 2012 SIGMOD 5.8523303e-05
5,049 High-Performance Row Pattern Recognition Using Joins 2023 VLDB 5.7275467e-05
5,091 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 5.7010894e-05
5,172 Active Complex Event Processing over Event Streams 2011 VLDB 5.6414491e-05
5,501 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 5.4731481e-05
5,582 Conjunctive Queries with Inequalities Under Updates 2018 VLDB 5.4211286e-05
5,870 Combining Design and Performance in a Data Visualization Management System 2017 CIDR 5.2914369e-05
6,069 IL-Miner: Instance-Level Discovery of Complex Event Patterns 2017 VLDB 5.2240157e-05
6,148 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 5.1838459e-05
6,269 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.1286118e-05
6,392 GRETA: Graph-based Real-time Event Trend Aggregation 2018 VLDB 5.0777691e-05
6,592 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 4.9959015e-05
6,678 On the Complexity of Privacy-Preserving Complex Event Processing 2011 PODS 4.961249e-05
6,769 Watermarks in Stream Processing Systems: Semantics and Comparative Analysis of Apache Flink and Google Cloud Dataflow 2021 VLDB 4.9274854e-05
6,782 Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation 2022 SIGMOD 4.9221723e-05
6,880 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 4.8934688e-05
6,995 An Efficient Publish/Subscribe Index for E-Commerce Databases 2014 VLDB 4.8633927e-05
7,316 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 4.7594979e-05
7,388 From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences 2010 VLDB 4.7386673e-05
7,669 Extending XQuery with Window Functions 2007 VLDB 4.6784108e-05
7,679 CORE: a Complex Event Recognition Engine 2022 VLDB 4.676558e-05
8,154 Why Not Match: On Explanations of Event Pattern Queries 2021 SIGMOD 4.5708988e-05
8,300 Online Windowed Subsequence Matching over Probabilistic Sequences 2012 SIGMOD 4.5392079e-05
8,344 Event Trend Aggregation Under Rich Event Matching Semantics 2019 SIGMOD 4.5363237e-05
8,347 History is a mirror to the future: Best-effort approximate complex event matching with insufficient resources 2017 VLDB 4.5354267e-05
8,356 A Demonstration of Cascadia Through a Digital Diary Application 2008 SIGMOD 4.5325932e-05
8,530 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 4.4893996e-05
8,548 Active Complex Event Processing: Applications in Real-Time Health Care 2010 VLDB 4.4893996e-05
8,583 A-Tree: A Dynamic Data Structure for Efficiently Indexing Arbitrary Boolean Expressions 2021 SIGMOD 4.4859208e-05
8,729 T-ReX: Optimizing Pattern Search on Time Series 2023 SIGMOD 4.4530689e-05
8,799 DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing 2022 SIGMOD 4.4441194e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank Cited Paper Year Venue Pagerank
143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035402379
239 Holistic Twig Joins: Optimal XML Pattern Matching 2002 SIGMOD 0.00031581944
484 Composite Event Specification in Active Databases: Model & Implementation 1992 VLDB 0.00022067136
497 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00021667647
545 Composite Events for Active Databases: Semantics, Contexts and Detection 1994 VLDB 0.00020411404
666 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00018431431
908 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00015405471
1,343 Scalable Distributed Stream Processing 2003 CIDR 0.00012478318
2,078 Temporal Management of RFID Data 2005 VLDB 9.6012378e-05
2,633 AQuery: Query Language for Ordered Data, Optimization Techniques, and Experiments 2003 VLDB 8.4116971e-05
4,229 Events on the Edge 2005 SIGMOD 6.3347149e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
5,172 Active Complex Event Processing over Event Streams 2011 VLDB 5.6414491e-05
1,141 Consistent Streaming Through Time: A Vision for Event Stream Processing 2007 CIDR 0.00013703749
12,369 Efficient Storage Scheme and Query Processing for Supply Chain Management using RFID 2008 SIGMOD 4.1905499e-05
6,592 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 4.9959015e-05
4,593 Keyword Search on Relational Data Streams 2007 SIGMOD 6.0559961e-05
2,029 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 9.7344839e-05
5,091 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 5.7010894e-05
12,214 Distributed Inference and Query Processing for RFID Tracking and Monitoring 2011 VLDB 4.1905499e-05
2,341 SASE: Complex Event Processing over Streams 2007 CIDR 9.0009661e-05
772 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016790632