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PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation
Summary: PECJ enables SWJ on out-of-order streams by using unobserved data to boost accuracy and cut latency via variational posterior inference. Analytic and ML-based methods reduce error propagation and deliver high SWJ performance on a multi-thread benchmark.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6822
- Venue
- SIGMOD
- Year
- 2024
- Pagerank
- 4.1945683e-05
- Overall Rank
- 10,941 | 23.89%
- DOI
-
10.1145/3639268
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Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 13 of 13 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 538 |
The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing |
2015 |
VLDB |
0.00020678804 |
| 943 |
Wander Join: Online Aggregation via Random Walks |
2016 |
SIGMOD |
0.00015145883 |
| 1,323 |
Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters |
2016 |
SIGMOD |
0.00012601997 |
| 1,551 |
Out-of-Order Processing: A New Architecture for High-Performance Stream Systems |
2008 |
VLDB |
0.00011416058 |
| 1,694 |
How Soccer Players Would do Stream Joins |
2011 |
SIGMOD |
0.00010893764 |
| 2,365 |
The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing |
2014 |
SIGMOD |
8.9551432e-05 |
| 2,501 |
DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models |
2019 |
SIGMOD |
8.6453446e-05 |
| 2,643 |
Camel: Managing Data for Efficient Stream Learning |
2022 |
SIGMOD |
8.384956e-05 |
| 5,427 |
The NebulaStream Platform: Data and Application Management for the Internet of Things |
2020 |
CIDR |
5.509468e-05 |
| 6,476 |
Parallel Index-based Stream Join on a Multicore CPU |
2020 |
SIGMOD |
5.0496617e-05 |
| 6,767 |
Watermarks in Stream Processing Systems: Semantics and Comparative Analysis of Apache Flink and Google Cloud Dataflow |
2021 |
VLDB |
4.9322174e-05 |
| 7,852 |
Quality-Driven Continuous Query Execution over Out-of-Order Data Streams |
2015 |
SIGMOD |
4.6352012e-05 |
| 8,018 |
Parallelizing Intra-Window Join on Multicores: An Experimental Study |
2021 |
SIGMOD |
4.6046381e-05 |
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