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Cayuga: A General Purpose Event Monitoring System

Summary: Cayuga: a scalable general-purpose event monitoring system with Cayuga Algebra for expressing complex continuous event patterns. Key contributions: a novel query processor and indexing design, semantics for simultaneous events, and a specialized garbage collector for efficient state management. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
101
Venue
CIDR
Year
2007
Pagerank
0.00014536846
Overall Rank
732 | 94.98%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{demers_cidr07,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '07},
        title = {{Cayuga: A General Purpose Event Monitoring System}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Demers, Alan and Gehrke, Johannes and Panda, Biswanath and Riedewald, Mirek and Sharma, Varun and White, Walker},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 36 of 36 citing papers.

Rank Citing Paper Year Venue Pagerank
565 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016445548
1,005 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.000126998
1,547 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 0.00010394989
1,718 Towards a Streaming SQL Standard 2008 VLDB 9.9297933e-05
2,867 Cayuga: A High-Performance Event Processing Engine 2007 SIGMOD 8.016634e-05
3,352 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 7.4932699e-05
3,631 DejaVu: Declarative Pattern Matching over Live and Archived Streams of Events 2009 SIGMOD 7.2379481e-05
3,827 Automatic Enforcement of Data Use Policies with DataLawyer 2015 SIGMOD 7.0909359e-05
3,946 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 7.0046969e-05
4,189 On-the-fly Progress Detection in Iterative Stream Queries 2009 VLDB 6.8435848e-05
4,588 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.6167545e-05
4,942 Active Complex Event Processing over Event Streams 2011 VLDB 6.4333059e-05
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
5,776 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 6.0920784e-05
6,168 GRETA: Graph-based Real-time Event Trend Aggregation 2018 VLDB 5.9519439e-05
6,204 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 5.9444229e-05
6,549 Index-Accelerated Pattern Matching in Event Stores 2021 SIGMOD 5.8442558e-05
6,584 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 5.8354359e-05
6,738 Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation 2022 SIGMOD 5.7874192e-05
7,409 From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences 2010 VLDB 5.6243e-05
8,117 Realtime Analysis of Information Diffusion in Social Media 2013 VLDB 5.4837975e-05
8,322 Event Trend Aggregation Under Rich Event Matching Semantics 2019 SIGMOD 5.4540698e-05
8,542 Online Windowed Subsequence Matching over Probabilistic Sequences 2012 SIGMOD 5.4119882e-05
8,717 T-ReX: Optimizing Pattern Search on Time Series 2023 SIGMOD 5.3774918e-05
8,754 Active Complex Event Processing: Applications in Real-Time Health Care 2010 VLDB 5.3766157e-05
9,064 What's the Difference? Incremental Processing with Change Queries in Snowflake 2023 SIGMOD 5.3251649e-05
9,608 Lightweight Authentication of Linear Algebraic Queries on Data Streams 2013 SIGMOD 5.2470962e-05
9,764 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD 5.2233526e-05
11,265 Complex Event Recognition with Symbolic Register Transducers 2024 VLDB 5.093636e-05
11,352 Raising the Level of Abstraction for Time-State Analytics With the Timeline Framework 2023 CIDR 5.093636e-05
11,559 Approximate Range Thresholding 2022 SIGMOD 5.093636e-05
12,056 Range Thresholding on Streams 2016 SIGMOD 5.093636e-05
12,240 E-Matching: Event Processing over Noisy Sequences in Real Time 2013 SIGMOD 5.093636e-05
12,433 K*SQL: A Unifying Engine for Sequence Patterns and XML 2010 SIGMOD 5.093636e-05
12,507 Supporting a Spectrum of Out-of-Order Event Processing Technologies: From Aggressive to Conservative Methodologies 2009 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

Rank Cited Paper Year Venue Pagerank
111 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032990214
150 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00029208207
167 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.0002757283
229 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023927582
424 Flexible Time Management in Data Stream Systems 2004 PODS 0.0001870735
441 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00018407547
597 Composite Event Specification in Active Databases: Model & Implementation 1992 VLDB 0.00015921967
687 Sequence Query Processing 1994 SIGMOD 0.00014948592
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# Overall Rank Paper Year Venue
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3 10,641 Complex Event Recognition under Time Constraints: Towards a Formal Framework for Efficient Query Evaluation 2025 PODS
4 4,745 Graph Queries in a Next-Generation Datalog System 2013 VLDB
5 1,547 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD
6 8,322 Event Trend Aggregation Under Rich Event Matching Semantics 2019 SIGMOD
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10 2,867 Cayuga: A High-Performance Event Processing Engine 2007 SIGMOD