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: 4814
Venue: SIGMOD
Year: 2014
Pagerank: 4.3176634e-05
Overall Rank: 9,617 | 33.10%
DOI: 10.1145/2588555.2593684

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
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
5,489	To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams	2021	SIGMOD	5.4782335e-05
6,396	GRETA: Graph-based Real-time Event Trend Aggregation	2018	VLDB	5.0824714e-05
6,783	Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation	2022	SIGMOD	4.9268991e-05
8,349	Event Trend Aggregation Under Rich Event Matching Semantics	2019	SIGMOD	4.5405018e-05
11,692	SWIFT: Mining Representative Patterns from Large Event Streams	2019	VLDB	4.1945683e-05

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
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030174924
666	The Design and Implementation of a Sequence Database System	1996	VLDB	0.00018449748
776	Efficient Pattern Matching over Event Streams	2008	SIGMOD	0.00016799754
944	Cayuga: A General Purpose Event Monitoring System	2007	CIDR	0.00015141297
1,418	ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events	2009	SIGMOD	0.00012089363
1,788	On-the-Fly Sharing for Streamed Aggregation	2006	SIGMOD	0.00010555742
2,101	Semantics and Evaluation Techniques for Window Aggregates in Data Streams	2005	SIGMOD	9.5429492e-05
2,628	AQuery: Query Language for Ordered Data, Optimization Techniques, and Experiments	2003	VLDB	8.4194169e-05
4,122	OLAP on Sequence Data	2008	SIGMOD	6.4350628e-05
6,875	E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing	2011	SIGMOD	4.8978754e-05
7,403	Temporal Aggregation in Active Database Rules	1997	SIGMOD	4.738472e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
776	Efficient Pattern Matching over Event Streams	2008	SIGMOD	0.00016799754
1,418	ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events	2009	SIGMOD	0.00012089363
6,612	Complete Event Trend Detection in High-Rate Event Streams	2017	SIGMOD	4.9948556e-05
5,182	Active Complex Event Processing over Event Streams	2011	VLDB	5.6410216e-05
6,875	E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing	2011	SIGMOD	4.8978754e-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
7,318	Efficient Adaptive Detection of Complex Event Patterns	2018	VLDB	4.7638874e-05
4,457	Real-Time Multi-Pattern Detection over Event Streams	2019	SIGMOD	6.1702339e-05
5,097	Join Query Optimization Techniques for Complex Event Processing Applications	2018	VLDB	5.7011496e-05