DBScholar

Back to papers

Scalable Complex Event Processing on Video Streams

Summary: Bobsled enables efficient complex event queries over video streams, leveraging temporal patterns beyond simple selection/aggregation. Throughput gains of 2.4–11.6x over state-of-the-art with no accuracy loss demonstrate scalable, real-time video CEP. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7367
Venue
SIGMOD
Year
2025
Pagerank
5.093636e-05
Overall Rank
10,795 | 25.94%
DOI
10.1145/3725419

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@inproceedings{han_sigmod25,
        title = {{Scalable Complex Event Processing on Video Streams}},
        author = {Han, Chenxia and Chang, Chaokun and Srivastava, Srijan and Lu, Yao and Lo, Eric},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3725419},
        url = {https://dl.acm.org/doi/10.1145/3725419},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank Citing Paper Year Venue Pagerank
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 37 of 37 cited papers.

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

Rank Cited Paper Year Venue Pagerank
27 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00052255472
229 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023927582
284 NoScope: Optimizing Neural Network Queries over Video at Scale 2017 VLDB 0.00022370521
295 Accelerating Machine Learning Inference with Probabilistic Predicates 2018 SIGMOD 0.00022238183
565 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016445548
569 BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics 2020 VLDB 0.00016348191
1,005 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.000126998
1,224 Dhalion: Self-Regulating Stream Processing in Heron 2017 VLDB 0.00011596911
1,547 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 0.00010394989
2,147 Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions 2021 VLDB 9.0831495e-05
2,314 SASE: Complex Event Processing over Streams 2007 CIDR 8.7619735e-05
2,479 Microsoft CEP Server and Online Behavioral Targeting 2009 VLDB 8.521563e-05
2,524 Optimization of Sequence Queries in Database Systems 2001 PODS 8.4681197e-05
2,867 Cayuga: A High-Performance Event Processing Engine 2007 SIGMOD 8.016634e-05
2,898 Approximate Selection with Guarantees using Proxies 2020 VLDB 7.978725e-05
3,050 Event Queries on Correlated Probabilistic Streams 2008 SIGMOD 7.8140428e-05
3,365 Spatial and Temporal Constrained Ranked Retrieval over Videos 2022 VLDB 7.4763252e-05
3,748 OLAP on Sequence Data 2008 SIGMOD 7.154573e-05
3,766 TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data 2022 SIGMOD 7.1430942e-05
3,907 Accelerating Approximate Aggregation Queries with Expensive Predicates 2021 VLDB 7.0278233e-05
4,375 FiGO: Fine-Grained Query Optimization in Video Analytics 2022 SIGMOD 6.7369552e-05
4,429 Evaluating Temporal Queries Over Video Feeds 2021 SIGMOD 6.7092231e-05
4,588 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.6167545e-05
4,694 Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning 2022 SIGMOD 6.5592238e-05
4,942 Active Complex Event Processing over Event Streams 2011 VLDB 6.4333059e-05
5,321 High-Performance Row Pattern Recognition Using Joins 2023 VLDB 6.2659937e-05
5,789 Seiden: Revisiting Query Processing in Video Database Systems 2023 VLDB 6.0874367e-05
5,827 Top-K Deep Video Analytics: A Probabilistic Approach 2021 SIGMOD 6.0744172e-05
5,966 VOCAL: Video Organization and Interactive Compositional AnaLytics 2022 CIDR 6.0255527e-05
6,204 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 5.9444229e-05
6,494 Extract-Transform-Load for Video Streams 2023 VLDB 5.8639535e-05
7,574 CORE: a Complex Event Recognition Engine 2022 VLDB 5.5938402e-05
7,648 Accelerating Aggregation Queries on Unstructured Streams of Data 2023 VLDB 5.575838e-05
8,589 Optimizing Video Selection LIMIT Queries With Commonsense Knowledge 2024 VLDB 5.4065627e-05
8,824 DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing 2022 SIGMOD 5.3623113e-05
9,353 On Efficient Approximate Queries over Machine Learning Models 2023 VLDB 5.2829539e-05
9,421 SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches 2024 VLDB 5.2725196e-05
Previous Page 1 / 1 Next

Semantically Similar Papers