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
ha7e33219a2b25645
Venue
SIGMOD
Year
2025
Pagerank
4.9793485e-05
Overall Rank
11,210 | 24.64%
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
29 Fast Algorithms for Mining Association Rules 1994 VLDB 0.0005121339
241 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023419748
271 NoScope: Optimizing Neural Network Queries over Video at Scale 2017 VLDB 0.00022560564
281 Accelerating Machine Learning Inference with Probabilistic Predicates 2018 SIGMOD 0.00022295232
541 BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics 2020 VLDB 0.00016657685
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
1,233 Dhalion: Self-Regulating Stream Processing in Heron 2017 VLDB 0.00011405873
1,584 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 0.00010163707
1,847 Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions 2021 VLDB 9.5120573e-05
2,363 SASE: Complex Event Processing over Streams 2007 CIDR 8.5673723e-05
2,532 Microsoft CEP Server and Online Behavioral Targeting 2009 VLDB 8.3350246e-05
2,569 Optimization of Sequence Queries in Database Systems 2001 PODS 8.2869645e-05
2,776 Approximate Selection with Guarantees using Proxies 2020 VLDB 8.0309448e-05
2,935 Cayuga: A High-Performance Event Processing Engine 2007 SIGMOD 7.8379783e-05
3,109 Event Queries on Correlated Probabilistic Streams 2008 SIGMOD 7.6387635e-05
3,411 Spatial and Temporal Constrained Ranked Retrieval over Videos 2022 VLDB 7.3253532e-05
3,650 TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data 2022 SIGMOD 7.1341771e-05
3,832 OLAP on Sequence Data 2008 SIGMOD 6.9945112e-05
3,874 Accelerating Approximate Aggregation Queries with Expensive Predicates 2021 VLDB 6.953738e-05
3,884 FiGO: Fine-Grained Query Optimization in Video Analytics 2022 SIGMOD 6.948464e-05
4,495 Evaluating Temporal Queries Over Video Feeds 2021 SIGMOD 6.5769374e-05
4,621 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.4987856e-05
4,775 Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning 2022 SIGMOD 6.4193428e-05
5,059 Active Complex Event Processing over Event Streams 2011 VLDB 6.2917112e-05
5,211 Seiden: Revisiting Query Processing in Video Database Systems 2023 VLDB 6.2253642e-05
5,449 High-Performance Row Pattern Recognition Using Joins 2023 VLDB 6.1254016e-05
5,804 Top-K Deep Video Analytics: A Probabilistic Approach 2021 SIGMOD 5.9888455e-05
5,911 On Efficient Approximate Queries over Machine Learning Models 2023 VLDB 5.9501384e-05
5,970 VOCAL: Video Organization and Interactive Compositional AnaLytics 2022 CIDR 5.9316412e-05
6,332 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 5.8116583e-05
6,583 Extract-Transform-Load for Video Streams 2023 VLDB 5.7438181e-05
7,717 CORE: a Complex Event Recognition Engine 2022 VLDB 5.4683294e-05
7,801 Accelerating Aggregation Queries on Unstructured Streams of Data 2023 VLDB 5.4507311e-05
8,749 Optimizing Video Selection LIMIT Queries With Commonsense Knowledge 2024 VLDB 5.2852539e-05
8,992 DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing 2022 SIGMOD 5.2419954e-05
9,602 SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches 2024 VLDB 5.1542184e-05
Previous Page 1 / 1 Next

Semantically Similar Papers