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HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing

Summary: HYPERSONIC: a hybrid parallelization for scalable CEP on real-time streams, with layered parallelism and fine-grained load balancing. Experiments on datasets show 100x–1000x throughput gains, lower latency, beating state-of-the-art CEP parallelization. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6345
Venue
SIGMOD
Year
2022
Pagerank
5.3766157e-05
Overall Rank
8,736 | 40.07%
DOI
10.1145/3514221.3517829

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{yankovitch_sigmod22,
        title = {{HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing}},
        author = {Yankovitch, Maor and Kolchinsky, Ilya and Schuster, Assaf},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3517829},
        url = {https://dl.acm.org/doi/10.1145/3514221.3517829},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
11,171 DecoPa: Query Decomposition for Parallel Complex Event Processing 2024 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 cited papers.

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

Rank Cited Paper Year Venue Pagerank
25 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00054667018
111 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032990214
127 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030738755
229 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023927582
565 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016445548
899 Consistent Streaming Through Time: A Vision for Event Stream Processing 2007 CIDR 0.00013337792
1,005 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.000126998
1,320 From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System 2015 SIGMOD 0.00011166426
1,369 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.0001099892
1,547 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 0.00010394989
2,520 Plan-based Complex Event Detection across Distributed Sources 2008 VLDB 8.4741249e-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
3,532 Scalable Distributed Stream Join Processing 2015 SIGMOD 7.3369085e-05
3,744 Complex Event Detection at Wire Speed with FPGAs 2010 VLDB 7.1576479e-05
3,946 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 7.0046969e-05
4,588 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.6167545e-05
5,310 Low-Latency Handshake Join 2014 VLDB 6.2702891e-05
6,062 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.9906826e-05
6,204 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 5.9444229e-05
6,584 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 5.8354359e-05
7,103 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.7023779e-05
7,241 On the Complexity of Privacy-Preserving Complex Event Processing 2011 PODS 5.6643118e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 6,515 Revisiting Pipelined Parallelism in Multi-Join Query Processing 2005 VLDB
2 1,079 Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML 2014 VLDB
3 1,076 High-Speed Query Processing over High-Speed Networks 2016 VLDB
4 4,588 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB
5 11,171 DecoPa: Query Decomposition for Parallel Complex Event Processing 2024 SIGMOD
6 9,764 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD
7 7,103 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB
8 1,547 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD
9 3,352 Scalable Pattern Sharing on Event Streams 2016 SIGMOD
10 3,946 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD