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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
0.00010790581
Overall Rank
1,391 | 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 0.00024554257
423 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00018450254
1,178 Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams 2013 SIGMOD 0.00011605998
2,125 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 8.9903827e-05
3,117 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 7.6142606e-05
3,610 Scalable Distributed Stream Join Processing 2015 SIGMOD 7.1463915e-05
4,374 Flexible Query Processor on FPGAs 2013 VLDB 6.6188479e-05
5,455 Low-Latency Handshake Join 2014 VLDB 6.107413e-05
5,637 FPGA-based Multithreading for In-Memory Hash Joins 2015 CIDR 6.0383864e-05
5,787 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9768075e-05
6,139 Parallel Index-based Stream Join on a Multicore CPU 2020 SIGMOD 5.8567401e-05
6,240 Providing Streaming Joins as a Service at Facebook 2018 VLDB 5.8234435e-05
6,302 Elastic Pipelining in an In-Memory Database Cluster 2016 SIGMOD 5.8013694e-05
7,470 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5032592e-05
7,773 Quality-Driven Continuous Query Execution over Out-of-Order Data Streams 2015 SIGMOD 5.4388958e-05
7,985 Parallelizing Intra-Window Join on Multicores: An Experimental Study 2021 SIGMOD 5.3960833e-05
8,927 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 5.2361195e-05
9,142 An Application-Specific Instruction Set for Accelerating Set-Oriented Database Primitives 2014 SIGMOD 5.2074873e-05
10,362 Distributed Stream KNN Join 2021 SIGMOD 5.014328e-05
10,738 P-MOSS: Scheduling Main-Memory Indexes Over NUMA Servers Using Next Token Prediction 2026 SIGMOD 4.9605343e-05
11,563 PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation 2024 SIGMOD 4.9605343e-05
11,580 Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model 2024 SIGMOD 4.9605343e-05
11,591 Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality 2024 SIGMOD 4.9605343e-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
128 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030317705
336 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00020619345
680 Load Shedding in a Data Stream Manager 2003 VLDB 0.00014799878
1,680 Semantics and Evaluation Techniques for Window Aggregates in Data Streams 2005 SIGMOD 9.8853739e-05
1,762 Towards a Streaming SQL Standard 2008 VLDB 9.6949462e-05
1,997 Continuous Analytics Over Discontinuous Streams 2010 SIGMOD 9.217553e-05
2,639 Boosting XML Filtering with a Scalable FPGA-based Architecture 2009 CIDR 8.175858e-05
3,182 Systolic (VLSI) Arrays for Relational Database Operations 1980 SIGMOD 7.541046e-05
3,268 SECRET: A Model for Analysis of the Execution Semantics of Stream Processing Systems 2010 VLDB 7.4653816e-05
6,706 Diag-Join: An Opportunistic Join Algorithm for 1:N Relationships 1998 VLDB 5.6860841e-05
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10 5,455 Low-Latency Handshake Join 2014 VLDB