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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
- 6284
- Venue
- SIGMOD
- Year
- 2022
- Pagerank
- 4.4893996e-05
- Overall Rank
- 8,530 | 40.72%
- DOI
-
10.1145/3514221.3517829
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
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 |
| 41 |
NiagaraCQ: A Scalable Continuous Query System for Internet Databases |
2000 |
SIGMOD |
0.00073944756 |
| 143 |
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World |
2003 |
CIDR |
0.00041688468 |
| 191 |
The Design of the Borealis Stream Processing Engine |
2005 |
CIDR |
0.00035714897 |
| 259 |
High-Performance Complex Event Processing over Streams |
2006 |
SIGMOD |
0.00030155645 |
| 772 |
Efficient Pattern Matching over Event Streams |
2008 |
SIGMOD |
0.00016790632 |
| 1,141 |
Consistent Streaming Through Time: A Vision for Event Stream Processing |
2007 |
CIDR |
0.00013703749 |
| 1,417 |
ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events |
2009 |
SIGMOD |
0.00012084678 |
| 1,693 |
How Soccer Players Would do Stream Joins |
2011 |
SIGMOD |
0.00010886797 |
| 1,938 |
From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System |
2015 |
SIGMOD |
0.00010025547 |
| 2,029 |
On Complexity and Optimization of Expensive Queries in Complex Event Processing |
2014 |
SIGMOD |
9.7344839e-05 |
| 2,828 |
Plan-based Complex Event Detection across Distributed Sources |
2008 |
VLDB |
8.0545975e-05 |
| 3,214 |
Cayuga: A High-Performance Event Processing Engine |
2007 |
SIGMOD |
7.3708419e-05 |
| 3,793 |
Complex Event Detection at Wire Speed with FPGAs |
2010 |
VLDB |
6.7561977e-05 |
| 4,012 |
Scalable Pattern Sharing on Event Streams |
2016 |
SIGMOD |
6.5338454e-05 |
| 4,161 |
Scalable Distributed Stream Join Processing |
2015 |
SIGMOD |
6.3883784e-05 |
| 4,456 |
Real-Time Multi-Pattern Detection over Event Streams |
2019 |
SIGMOD |
6.1644341e-05 |
| 5,091 |
Join Query Optimization Techniques for Complex Event Processing Applications |
2018 |
VLDB |
5.7010894e-05 |
| 5,869 |
Low-Latency Handshake Join |
2014 |
VLDB |
5.2918426e-05 |
| 6,269 |
DARLING: Data-Aware Load Shedding in Complex Event Processing Systems |
2022 |
VLDB |
5.1286118e-05 |
| 6,592 |
Complete Event Trend Detection in High-Rate Event Streams |
2017 |
SIGMOD |
4.9959015e-05 |
| 6,678 |
On the Complexity of Privacy-Preserving Complex Event Processing |
2011 |
PODS |
4.961249e-05 |
| 6,880 |
E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing |
2011 |
SIGMOD |
4.8934688e-05 |
| 7,316 |
Efficient Adaptive Detection of Complex Event Patterns |
2018 |
VLDB |
4.7594979e-05 |
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| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 6,322 |
Revisiting Pipelined Parallelism in Multi-Join Query Processing |
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Join Query Optimization Techniques for Complex Event Processing Applications |
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| 10,959 |
DecoPa: Query Decomposition for Parallel Complex Event Processing |
2024 |
SIGMOD |
4.1905499e-05 |
| 9,617 |
Complex Event Analytics: Online Aggregation of Stream Sequence Patterns |
2014 |
SIGMOD |
4.3135276e-05 |
| 7,316 |
Efficient Adaptive Detection of Complex Event Patterns |
2018 |
VLDB |
4.7594979e-05 |
| 2,029 |
On Complexity and Optimization of Expensive Queries in Complex Event Processing |
2014 |
SIGMOD |
9.7344839e-05 |
| 4,012 |
Scalable Pattern Sharing on Event Streams |
2016 |
SIGMOD |
6.5338454e-05 |
| 4,456 |
Real-Time Multi-Pattern Detection over Event Streams |
2019 |
SIGMOD |
6.1644341e-05 |