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Real-Time Multi-Pattern Detection over Event Streams

Summary: Global-optimization framework for real-time multi-pattern CEP over streams, a novel fusion of subexpression sharing and pattern reordering to yield optimal evaluation plans. Efficient local-search algorithms exploit CEP structure to navigate the hyperexponential plan space, achieving empirical superiority over state-of-the-art optimizers. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5681
Venue
SIGMOD
Year
2019
Pagerank
6.1702339e-05
Overall Rank
4,457 | 69.00%
DOI
10.1145/3299869.3319869

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
5,059 High-Performance Row Pattern Recognition Using Joins 2023 VLDB 5.7277656e-05
5,489 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 5.4782335e-05
6,271 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.1335397e-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
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
9,488 INEv: In-Network Evaluation for Event Stream Processing 2023 SIGMOD 4.3341665e-05
10,330 Sharp: Shared State Reduction for Efficient Matching of Sequential Patterns 2026 VLDB 4.1945683e-05
10,956 DecoPa: Query Decomposition for Parallel Complex Event Processing 2024 SIGMOD 4.1945683e-05
10,981 Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality 2024 SIGMOD 4.1945683e-05
11,589 Making Search Engines Faster by Lowering the Cost of Querying Business Rules Through FPGAs 2020 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 27 of 27 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1 Access Path Selection in a Relational Database Management System 1979 SIGMOD 0.0040449103
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073964959
115 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046221215
142 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041725802
179 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.00037672155
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035738595
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031066222
259 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00030174924
776 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016799754
784 Optimization of Large Join Queries: Combining Heuristics and Combinatorial Techniques 1989 SIGMOD 0.00016675823
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
1,418 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.00012089363
1,476 Efficient Exploitation of Similar Subexpressions for Query Processing 2007 SIGMOD 0.00011779092
1,554 Resource Sharing in Continuous Sliding-Window Aggregates 2004 VLDB 0.00011400581
2,031 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 9.7377256e-05
2,821 Plan-based Complex Event Detection across Distributed Sources 2008 VLDB 8.0619099e-05
2,925 Shared Workload Optimization 2014 VLDB 7.888494e-05
3,126 Scheduling for shared window joins over data streams 2003 VLDB 7.5046934e-05
4,007 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 6.5397067e-05
4,810 Massively Multi-Query Join Processing in Publish/Subscribe Systems 2007 SIGMOD 5.9073964e-05
5,097 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 5.7011496e-05
5,293 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 5.5815698e-05
6,612 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 4.9948556e-05
6,875 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 4.8978754e-05
7,318 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 4.7638874e-05
9,617 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD 4.3176634e-05
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Overall Rank Paper Year Venue Pagerank
5,031 Event Pattern Matching over Graph Streams 2015 VLDB 5.7499783e-05
6,612 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 4.9948556e-05
12,054 Utility-Maximizing Event Stream Suppression 2013 SIGMOD 4.1945683e-05
776 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016799754
6,144 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 5.1889367e-05
9,617 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD 4.3176634e-05
2,031 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 9.7377256e-05
4,007 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 6.5397067e-05
5,097 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 5.7011496e-05
7,318 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 4.7638874e-05