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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
- 6283
- Venue
- SIGMOD
- Year
- 2022
- Pagerank
- 4.4937074e-05
- Overall Rank
- 8,530 | 40.66%
- 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 |
0.00073964959 |
| 142 |
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World |
2003 |
CIDR |
0.00041725802 |
| 191 |
The Design of the Borealis Stream Processing Engine |
2005 |
CIDR |
0.00035738595 |
| 259 |
High-Performance Complex Event Processing over Streams |
2006 |
SIGMOD |
0.00030174924 |
| 776 |
Efficient Pattern Matching over Event Streams |
2008 |
SIGMOD |
0.00016799754 |
| 1,141 |
Consistent Streaming Through Time: A Vision for Event Stream Processing |
2007 |
CIDR |
0.00013717279 |
| 1,418 |
ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events |
2009 |
SIGMOD |
0.00012089363 |
| 1,694 |
How Soccer Players Would do Stream Joins |
2011 |
SIGMOD |
0.00010893764 |
| 1,939 |
From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System |
2015 |
SIGMOD |
0.00010025655 |
| 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 |
| 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 |
| 4,007 |
Scalable Pattern Sharing on Event Streams |
2016 |
SIGMOD |
6.5397067e-05 |
| 4,167 |
Scalable Distributed Stream Join Processing |
2015 |
SIGMOD |
6.3919506e-05 |
| 4,457 |
Real-Time Multi-Pattern Detection over Event Streams |
2019 |
SIGMOD |
6.1702339e-05 |
| 5,097 |
Join Query Optimization Techniques for Complex Event Processing Applications |
2018 |
VLDB |
5.7011496e-05 |
| 5,866 |
Low-Latency Handshake Join |
2014 |
VLDB |
5.2968632e-05 |
| 6,271 |
DARLING: Data-Aware Load Shedding in Complex Event Processing Systems |
2022 |
VLDB |
5.1335397e-05 |
| 6,612 |
Complete Event Trend Detection in High-Rate Event Streams |
2017 |
SIGMOD |
4.9948556e-05 |
| 6,675 |
On the Complexity of Privacy-Preserving Complex Event Processing |
2011 |
PODS |
4.9660198e-05 |
| 6,875 |
E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing |
2011 |
SIGMOD |
4.8978754e-05 |
| 7,318 |
Efficient Adaptive Detection of Complex Event Patterns |
2018 |
VLDB |
4.7638874e-05 |
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| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 6,324 |
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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VLDB |
5.7011496e-05 |
| 10,956 |
DecoPa: Query Decomposition for Parallel Complex Event Processing |
2024 |
SIGMOD |
4.1945683e-05 |
| 9,617 |
Complex Event Analytics: Online Aggregation of Stream Sequence Patterns |
2014 |
SIGMOD |
4.3176634e-05 |
| 7,318 |
Efficient Adaptive Detection of Complex Event Patterns |
2018 |
VLDB |
4.7638874e-05 |
| 2,031 |
On Complexity and Optimization of Expensive Queries in Complex Event Processing |
2014 |
SIGMOD |
9.7377256e-05 |
| 4,007 |
Scalable Pattern Sharing on Event Streams |
2016 |
SIGMOD |
6.5397067e-05 |
| 4,457 |
Real-Time Multi-Pattern Detection over Event Streams |
2019 |
SIGMOD |
6.1702339e-05 |