History is a mirror to the future: Best-effort approximate complex event matching with insufficient resources
Summary: Proposes best-effort ACEP under resource constraints; learns from past runs to online-prioritize processing, maximizing full matches. Uses reinforcement-learning to update history with low overhead, improving full-match fractions in resource-limited CEP. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zheng Li
- 2. Tingjian Ge
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,816 | DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing | 2022 | SIGMOD | 4.4430954e-05 |
| 10,330 | Sharp: Shared State Reduction for Efficient Matching of Sequential Patterns | 2026 | VLDB | 4.1945683e-05 |
| 11,600 | Data Stream Event Prediction Based on Timing Knowledge and State Transitions | 2020 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 259 | High-Performance Complex Event Processing over Streams | 2006 | SIGMOD | 0.00030174924 |
| 776 | Efficient Pattern Matching over Event Streams | 2008 | SIGMOD | 0.00016799754 |
| 1,418 | ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events | 2009 | SIGMOD | 0.00012089363 |
| 4,880 | High-Performance Complex Event Processing over XML Streams | 2012 | SIGMOD | 5.8573822e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,695 | CORE: a Complex Event Recognition Engine | 2022 | VLDB | 4.6757592e-05 |
| 12,042 | E-Matching: Event Processing over Noisy Sequences in Real Time | 2013 | SIGMOD | 4.1945683e-05 |
| 12,054 | Utility-Maximizing Event Stream Suppression | 2013 | SIGMOD | 4.1945683e-05 |
| 4,007 | Scalable Pattern Sharing on Event Streams | 2016 | SIGMOD | 6.5397067e-05 |
| 5,097 | Join Query Optimization Techniques for Complex Event Processing Applications | 2018 | VLDB | 5.7011496e-05 |
| 9,617 | Complex Event Analytics: Online Aggregation of Stream Sequence Patterns | 2014 | SIGMOD | 4.3176634e-05 |
| 4,457 | Real-Time Multi-Pattern Detection over Event Streams | 2019 | SIGMOD | 6.1702339e-05 |
| 2,031 | On Complexity and Optimization of Expensive Queries in Complex Event Processing | 2014 | SIGMOD | 9.7377256e-05 |
| 7,318 | Efficient Adaptive Detection of Complex Event Patterns | 2018 | VLDB | 4.7638874e-05 |
| 8,816 | DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing | 2022 | SIGMOD | 4.4430954e-05 |