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Complex Event Analytics: Online Aggregation of Stream Sequence Patterns

Summary: A-Seq pushes CEP aggregation into the sequence construction, avoiding explicit sequence-match enumeration. Linearizes CEP aggregation and enables shared processing of concurrent CEP queries, delivering over four orders of magnitude speedup vs. state-of-the-art. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4876
Venue
SIGMOD
Year
2014
Pagerank
5.2233526e-05
Overall Rank
9,764 | 33.02%
DOI
10.1145/2588555.2593684

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{qi_sigmod14,
        title = {{Complex Event Analytics: Online Aggregation of Stream Sequence Patterns}},
        author = {Qi, Yingmei and Cao, Lei and Ray, Medhabi and Rundensteiner, Elke A.},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2593684},
        url = {https://dl.acm.org/doi/10.1145/2588555.2593684},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank Citing Paper Year Venue Pagerank
3,352 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 7.4932699e-05
3,946 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 7.0046969e-05
5,101 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 6.3642265e-05
6,168 GRETA: Graph-based Real-time Event Trend Aggregation 2018 VLDB 5.9519439e-05
6,738 Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation 2022 SIGMOD 5.7874192e-05
8,322 Event Trend Aggregation Under Rich Event Matching Semantics 2019 SIGMOD 5.4540698e-05
11,887 SWIFT: Mining Representative Patterns from Large Event Streams 2019 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank Cited Paper Year Venue Pagerank
229 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023927582
565 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016445548
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
1,005 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.000126998
1,354 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00011057534
1,703 Semantics and Evaluation Techniques for Window Aggregates in Data Streams 2005 SIGMOD 9.9673138e-05
2,507 AQuery: Query Language for Ordered Data, Optimization Techniques, and Experiments 2003 VLDB 8.4889096e-05
3,748 OLAP on Sequence Data 2008 SIGMOD 7.154573e-05
6,584 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 5.8354359e-05
7,295 Temporal Aggregation in Active Database Rules 1997 SIGMOD 5.6532019e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 565 Efficient Pattern Matching over Event Streams 2008 SIGMOD
2 1,005 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD
3 6,204 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD
4 4,942 Active Complex Event Processing over Event Streams 2011 VLDB
5 6,584 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 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 7,103 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB
9 3,946 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD
10 4,588 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB