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How Soccer Players Would do Stream Joins

Summary: Proposes handshake join, a parallel-friendly approach to window-based stream joins utilizing multicore and FPGA hardware. Outperforms CellJoin and offers a new semantic intuition for window semantics to guide standardization and future streaming algorithms. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hdd21deef30c195d9
Venue
SIGMOD
Year
2011
Pagerank
0.00010825457
Overall Rank
1,387 | 90.68%
DOI
10.1145/1989323.1989389

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{teubner_sigmod11,
        title = {{How Soccer Players Would do Stream Joins}},
        author = {Teubner, Jens and Mueller, Rene},
        series = {{SIGMOD} '11},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1989323.1989389},
        url = {https://dl.acm.org/doi/10.1145/1989323.1989389},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024598661
423 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00018491327
1,175 Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams 2013 SIGMOD 0.00011649474
2,122 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 9.0084047e-05
3,106 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 7.6428848e-05
3,603 Scalable Distributed Stream Join Processing 2015 SIGMOD 7.173496e-05
4,386 Flexible Query Processor on FPGAs 2013 VLDB 6.623529e-05
5,434 Low-Latency Handshake Join 2014 VLDB 6.1305768e-05
5,628 FPGA-based Multithreading for In-Memory Hash Joins 2015 CIDR 6.060354e-05
5,771 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9992698e-05
6,123 Parallel Index-based Stream Join on a Multicore CPU 2020 SIGMOD 5.8789534e-05
6,225 Providing Streaming Joins as a Service at Facebook 2018 VLDB 5.8455305e-05
6,288 Elastic Pipelining in an In-Memory Database Cluster 2016 SIGMOD 5.8227911e-05
7,451 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5236802e-05
7,751 Quality-Driven Continuous Query Execution over Out-of-Order Data Streams 2015 SIGMOD 5.4595244e-05
7,964 Parallelizing Intra-Window Join on Multicores: An Experimental Study 2021 SIGMOD 5.4165494e-05
8,899 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 5.2559789e-05
9,201 An Application-Specific Instruction Set for Accelerating Set-Oriented Database Primitives 2014 SIGMOD 5.2083769e-05
10,329 Distributed Stream KNN Join 2021 SIGMOD 5.0333462e-05
10,666 P-MOSS: Scheduling Main-Memory Indexes Over NUMA Servers Using Next Token Prediction 2026 SIGMOD 4.9793485e-05
11,506 PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation 2024 SIGMOD 4.9793485e-05
11,525 Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model 2024 SIGMOD 4.9793485e-05
11,536 Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality 2024 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
127 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030427614
334 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00020691326
676 Load Shedding in a Data Stream Manager 2003 VLDB 0.00014853749
1,674 Semantics and Evaluation Techniques for Window Aggregates in Data Streams 2005 SIGMOD 9.922398e-05
1,750 Towards a Streaming SQL Standard 2008 VLDB 9.7311887e-05
1,985 Continuous Analytics Over Discontinuous Streams 2010 SIGMOD 9.2521678e-05
2,627 Boosting XML Filtering with a Scalable FPGA-based Architecture 2009 CIDR 8.2057483e-05
3,173 Systolic (VLSI) Arrays for Relational Database Operations 1980 SIGMOD 7.5689005e-05
3,251 SECRET: A Model for Analysis of the Execution Semantics of Stream Processing Systems 2010 VLDB 7.4932341e-05
6,690 Diag-Join: An Opportunistic Join Algorithm for 1:N Relationships 1998 VLDB 5.7073875e-05
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10 5,434 Low-Latency Handshake Join 2014 VLDB