Parallelizing Intra-Window Join on Multicores: An Experimental Study
Summary: Experimental study of parallel intra-window joins on multicore CPUs, classifying IaWJ algorithms into lazy and eager execution with different join methods and partitioning. No universal winner; performance depends on workload, requirements, and hardware; a decision tree guides the best algorithm. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Shuhao Zhang (Singapore Institute of Technology)
- 2. Yancan Mao (National University of Singapore)
- 3. Jiong He (ByteDance)
- 4. Philipp M. Grulich (Technical University of Berlin)
- 5. Steffen Zeuch (German National Research Center for Information Technology)
- 6. Bingsheng He (National University of Singapore)
- 7. Richard T. B. Ma (National University of Singapore)
- 8. Volker Markl (German National Research Center for Information Technology; Technical University of Berlin)
BibTeX Citation
@inproceedings{zhang_sigmod21,
title = {{Parallelizing Intra-Window Join on Multicores: An Experimental Study}},
author = {Zhang, Shuhao and Mao, Yancan and He, Jiong and Grulich, Philipp M. and Zeuch, Steffen and He, Bingsheng and Ma, Richard T. B. and Markl, Volker},
series = {{SIGMOD} '21},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3448016.3452793},
url = {https://dl.acm.org/doi/10.1145/3448016.3452793},
year = {2021}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,601 | What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments | 2022 | VLDB | 5.8246671e-05 |
| 9,998 | SWIX: A Memory-efficient Sliding Window Learned Index | 2024 | SIGMOD | 5.1814573e-05 |
| 10,765 | HoneyComb: A Parallel Worst-Case Optimal Join on Multicores | 2025 | SIGMOD | 5.093636e-05 |
| 11,159 | PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation | 2024 | SIGMOD | 5.093636e-05 |
| 11,181 | Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model | 2024 | SIGMOD | 5.093636e-05 |
| 11,194 | Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality | 2024 | SIGMOD | 5.093636e-05 |
| 11,437 | Cracking-Like Join for Trusted Execution Environments | 2023 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 22 of 22 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,093 | Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources | 2003 | VLDB |
| 2 | 3,657 | Memory-Limited Execution of Windowed Stream Joins | 2004 | VLDB |
| 3 | 1,397 | Approximate Join Processing Over Data Streams | 2003 | SIGMOD |
| 4 | 2,892 | Scalable and Adaptive Online Joins | 2014 | VLDB |
| 5 | 1,369 | How Soccer Players Would do Stream Joins | 2011 | SIGMOD |
| 6 | 11,181 | Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model | 2024 | SIGMOD |
| 7 | 6,515 | Revisiting Pipelined Parallelism in Multi-Join Query Processing | 2005 | VLDB |
| 8 | 3,255 | Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams | 2003 | VLDB |
| 9 | 2,655 | Executing Stream Joins on the Cell Processor | 2007 | VLDB |
| 10 | 6,012 | Parallel Index-based Stream Join on a Multicore CPU | 2020 | SIGMOD |