Complex Event Recognition in the Big Data Era
Summary: CER in the Big Data Era surveys challenges and algorithmic toolkits for scalable recognition of complex events from high-volume, high-velocity streams with uncertain data. Emphasizes distributed CER across heterogeneous sources and provides a step-by-step guide with directions for future data-management research. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,704 | Imminence Monitoring of Critical Events: A Representation Learning Approach | 2021 | SIGMOD | 5.3636151e-05 |
| 8,437 | Insert-Only versus Insert-Delete in Dynamic Query Evaluation | 2024 | PODS | 4.5138778e-05 |
| 8,697 | Convolution and Cross-Correlation of Count Sketches Enables Fast Cardinality Estimation of Multi-Join Queries | 2024 | SIGMOD | 4.4657888e-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 |
|---|---|---|---|---|
| 1,418 | ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events | 2009 | SIGMOD | 0.00012089363 |
| 2,031 | On Complexity and Optimization of Expensive Queries in Complex Event Processing | 2014 | SIGMOD | 9.7377256e-05 |
| 2,821 | Plan-based Complex Event Detection across Distributed Sources | 2008 | VLDB | 8.0619099e-05 |
| 2,920 | A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams | 2006 | SIGMOD | 7.9001024e-05 |
| 3,212 | Cayuga: A High-Performance Event Processing Engine | 2007 | SIGMOD | 7.3730439e-05 |
| 3,791 | Complex Event Detection at Wire Speed with FPGAs | 2010 | VLDB | 6.7624761e-05 |
| 4,192 | Operator Placement for In-Network Stream Query Processing | 2005 | PODS | 6.3727539e-05 |
| 11,839 | FERARI: A Prototype for Complex Event Processing over Streaming Multi-cloud Platforms | 2016 | SIGMOD | 4.1945683e-05 |
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