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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
5743
Venue
SIGMOD
Year
2019
Pagerank
7.0046969e-05
Overall Rank
3,946 | 72.93%
DOI
10.1145/3299869.3319869

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{kolchinsky_sigmod19,
        title = {{Real-Time Multi-Pattern Detection over Event Streams}},
        author = {Kolchinsky, Ilya and Schuster, Assaf},
        series = {{SIGMOD} '19},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3299869.3319869},
        url = {https://dl.acm.org/doi/10.1145/3299869.3319869},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
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
6,062 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.9906826e-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
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
9,568 Making Search Engines Faster by Lowering the Cost of Querying Business Rules Through FPGAs 2020 SIGMOD 5.2528121e-05
9,628 INEv: In-Network Evaluation for Event Stream Processing 2023 SIGMOD 5.2434488e-05
10,628 Sharp: Shared State Reduction for Efficient Matching of Sequential Patterns 2026 VLDB 5.093636e-05
11,171 DecoPa: Query Decomposition for Parallel Complex Event Processing 2024 SIGMOD 5.093636e-05
11,194 Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality 2024 SIGMOD 5.093636e-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 0.0024089429
25 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00054667018
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00041071971
111 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032990214
127 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030738755
128 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.0003072825
193 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00025964286
229 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023927582
565 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016445548
698 Optimization of Large Join Queries: Combining Heuristics and Combinatorial Techniques 1989 SIGMOD 0.00014879675
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
1,005 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.000126998
1,154 Efficient Exploitation of Similar Subexpressions for Query Processing 2007 SIGMOD 0.00011934202
1,263 Resource Sharing in Continuous Sliding-Window Aggregates 2004 VLDB 0.00011425419
1,547 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 0.00010394989
2,276 Shared Workload Optimization 2014 VLDB 8.8196376e-05
2,520 Plan-based Complex Event Detection across Distributed Sources 2008 VLDB 8.4741249e-05
2,735 Scheduling for shared window joins over data streams 2003 VLDB 8.1896124e-05
3,352 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 7.4932699e-05
4,417 Massively Multi-Query Join Processing in Publish/Subscribe Systems 2007 SIGMOD 6.7148702e-05
4,588 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.6167545e-05
4,639 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 6.5918791e-05
6,204 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 5.9444229e-05
6,584 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 5.8354359e-05
7,103 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.7023779e-05
9,764 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD 5.2233526e-05
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# Overall Rank Paper Year Venue
1 4,503 Event Pattern Matching over Graph Streams 2015 VLDB
2 6,204 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD
3 12,252 Utility-Maximizing Event Stream Suppression 2013 SIGMOD
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5 5,776 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB
6 9,764 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD
7 1,547 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD
8 3,352 Scalable Pattern Sharing on Event Streams 2016 SIGMOD
9 4,588 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB
10 7,103 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB