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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
h658ae69c6d99fa74
Venue
CIDR
Year
2007
Pagerank
0.00014232741
Overall Rank
755 | 94.93%
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
580 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016085679
1,029 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.00012416974
1,584 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 0.00010163707
1,750 Towards a Streaming SQL Standard 2008 VLDB 9.7311887e-05
2,935 Cayuga: A High-Performance Event Processing Engine 2007 SIGMOD 7.8379783e-05
3,410 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 7.3258817e-05
3,710 DejaVu: Declarative Pattern Matching over Live and Archived Streams of Events 2009 SIGMOD 7.0788108e-05
3,901 Automatic Enforcement of Data Use Policies with DataLawyer 2015 SIGMOD 6.9344377e-05
4,023 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.8476587e-05
4,098 On-the-fly Progress Detection in Iterative Stream Queries 2009 VLDB 6.8090144e-05
4,621 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.4987856e-05
5,059 Active Complex Event Processing over Event Streams 2011 VLDB 6.2917112e-05
5,222 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 6.2214303e-05
5,449 High-Performance Row Pattern Recognition Using Joins 2023 VLDB 6.1254016e-05
5,895 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 5.9557639e-05
6,304 GRETA: Graph-based Real-time Event Trend Aggregation 2018 VLDB 5.8183983e-05
6,332 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 5.8116583e-05
6,673 Index-Accelerated Pattern Matching in Event Stores 2021 SIGMOD 5.7131264e-05
6,705 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 5.7051166e-05
6,879 Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation 2022 SIGMOD 5.6575651e-05
7,267 What's the Difference? Incremental Processing with Change Queries in Snowflake 2023 SIGMOD 5.5698185e-05
7,548 From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences 2010 VLDB 5.4981314e-05
8,298 Realtime Analysis of Information Diffusion in Social Media 2013 VLDB 5.360756e-05
8,489 Event Trend Aggregation Under Rich Event Matching Semantics 2019 SIGMOD 5.3316951e-05
8,709 Online Windowed Subsequence Matching over Probabilistic Sequences 2012 SIGMOD 5.2905577e-05
8,866 T-ReX: Optimizing Pattern Search on Time Series 2023 SIGMOD 5.2617171e-05
8,917 Active Complex Event Processing: Applications in Real-Time Health Care 2010 VLDB 5.2559789e-05
9,783 Lightweight Authentication of Linear Algebraic Queries on Data Streams 2013 SIGMOD 5.1293695e-05
9,942 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD 5.1061569e-05
11,593 Complex Event Recognition with Symbolic Register Transducers 2024 VLDB 4.9793485e-05
11,670 Raising the Level of Abstraction for Time-State Analytics With the Timeline Framework 2023 CIDR 4.9793485e-05
11,868 Approximate Range Thresholding 2022 SIGMOD 4.9793485e-05
12,350 Range Thresholding on Streams 2016 SIGMOD 4.9793485e-05
12,531 E-Matching: Event Processing over Noisy Sequences in Real Time 2013 SIGMOD 4.9793485e-05
12,724 K*SQL: A Unifying Engine for Sequence Patterns and XML 2010 SIGMOD 4.9793485e-05
12,797 Supporting a Spectrum of Out-of-Order Event Processing Technologies: From Aggressive to Conservative Methodologies 2009 SIGMOD 4.9793485e-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
112 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032459277
152 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.0002867034
171 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00027011593
241 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023419748
429 Flexible Time Management in Data Stream Systems 2004 PODS 0.00018439857
451 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00018025073
612 Composite Event Specification in Active Databases: Model & Implementation 1992 VLDB 0.00015573929
706 Sequence Query Processing 1994 SIGMOD 0.00014643264
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5 1,584 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD
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