Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model

Summary: CoModel: a flexible stream-join model for arbitrary predicates that balances memory vs. compute, minimizing store+join ops among existing models to reduce latency. CoStream instantiates it as an adaptive distributed system, reconfiguring to resource/data stats and outperforming prior joins on throughput/latency. (summarized by gpt-5.4-mini on May 24 2026)

Paper ID: 6976
Venue: SIGMOD
Year: 2024
Pagerank: 5.093636e-05
Overall Rank: 11,181 | 23.29%
DOI: 10.1145/3654953

Incoming Non-self Citations Over Time

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Authors

1. Qihang Wang (Harbin Engineering University)
2. Decheng Zuo (Harbin Engineering University)
3. Zhan Zhang (Harbin Engineering University)
4. Yanjun Shu (Harbin Engineering University)
5. Xin Liu (Harbin Engineering University)
6. Mingxuan He (Harbin Engineering University)

BibTeX Citation

@inproceedings{wang_sigmod24,
        title = {{Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model}},
        author = {Wang, Qihang and Zuo, Decheng and Zhang, Zhan and Shu, Yanjun and Liu, Xin and He, Mingxuan},
        series = {{SIGMOD} '24},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3654953},
        url = {https://dl.acm.org/doi/10.1145/3654953},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
843	Processing Theta-Joins using MapReduce*	2011	SIGMOD	0.00013666161
1,093	Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources	2003	VLDB	0.00012218435
1,171	Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams	2013	SIGMOD	0.00011826434
1,369	How Soccer Players Would do Stream Joins	2011	SIGMOD	0.0001099892
2,272	Parallel evaluation of multi-join queries	1995	SIGMOD	8.8242407e-05
2,501	An Empirical Evaluation of Set Similarity Join Techniques	2016	VLDB	8.4975661e-05
2,892	Scalable and Adaptive Online Joins	2014	VLDB	7.9852178e-05
3,532	Scalable Distributed Stream Join Processing	2015	SIGMOD	7.3369085e-05
5,310	Low-Latency Handshake Join	2014	VLDB	6.2702891e-05
6,012	Parallel Index-based Stream Join on a Multicore CPU	2020	SIGMOD	6.0102675e-05
6,108	Providing Streaming Joins as a Service at Facebook	2018	VLDB	5.9730511e-05
7,617	Squall: Scalable Real-time Analytics	2016	VLDB	5.5811128e-05
7,820	Parallelizing Intra-Window Join on Multicores: An Experimental Study	2021	SIGMOD	5.5373345e-05
8,607	CLASH: A High-Level Abstraction for Optimized, Multi-Way Stream Joins over Apache Storm	2019	SIGMOD	5.4026249e-05
9,638	Streaming Similarity Self-Join	2016	VLDB	5.2434488e-05

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#	Overall Rank	Paper	Year	Venue
1	12,090	Let's Rethink Join Optimization in Distributed Systems	2015	CIDR
2	1,093	Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources	2003	VLDB
3	3,657	Memory-Limited Execution of Windowed Stream Joins	2004	VLDB
4	10,102	Distributed Stream KNN Join	2021	SIGMOD
5	6,012	Parallel Index-based Stream Join on a Multicore CPU	2020	SIGMOD
6	5,310	Low-Latency Handshake Join	2014	VLDB
7	1,397	Approximate Join Processing Over Data Streams	2003	SIGMOD
8	2,892	Scalable and Adaptive Online Joins	2014	VLDB
9	6,108	Providing Streaming Joins as a Service at Facebook	2018	VLDB
10	3,532	Scalable Distributed Stream Join Processing	2015	SIGMOD