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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
4418
Venue
SIGMOD
Year
2011
Pagerank
0.00010893764
Overall Rank
1,694 | 88.22%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
418 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023729211
585 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00019706145
1,286 Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams 2013 SIGMOD 0.0001282373
2,519 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 8.6078505e-05
3,762 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 6.7804471e-05
4,167 Scalable Distributed Stream Join Processing 2015 SIGMOD 6.3919506e-05
4,385 Flexible Query Processor on FPGAs 2013 VLDB 6.2331718e-05
5,721 FPGA-based Multithreading for In-Memory Hash Joins 2015 CIDR 5.3525009e-05
5,866 Low-Latency Handshake Join 2014 VLDB 5.2968632e-05
6,304 Elastic Pipelining in an In-Memory Database Cluster 2016 SIGMOD 5.1210182e-05
6,436 Providing Streaming Joins as a Service at Facebook 2018 VLDB 5.0636254e-05
6,476 Parallel Index-based Stream Join on a Multicore CPU 2020 SIGMOD 5.0496617e-05
6,525 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.027205e-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
8,094 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 4.5867812e-05
8,530 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 4.4937074e-05
8,927 An Application-Specific Instruction Set for Accelerating Set-Oriented Database Primitives 2014 SIGMOD 4.427232e-05
9,953 Distributed Stream KNN Join 2021 SIGMOD 4.2405999e-05
10,190 P-MOSS: Scheduling Main-Memory Indexes Over NUMA Servers Using Next Token Prediction 2026 SIGMOD 4.1945683e-05
10,941 PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation 2024 SIGMOD 4.1945683e-05
10,967 Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model 2024 SIGMOD 4.1945683e-05
10,981 Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality 2024 SIGMOD 4.1945683e-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
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035738595
394 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00024460855
726 Load Shedding in a Data Stream Manager 2003 VLDB 0.00017511209
1,325 Systolic (VLSI) Arrays for Relational Database Operations 1980 SIGMOD 0.00012580045
1,802 Towards a Streaming SQL Standard 2008 VLDB 0.00010509786
2,054 Boosting XML Filtering with a Scalable FPGA-based Architecture 2009 CIDR 9.6725518e-05
2,101 Semantics and Evaluation Techniques for Window Aggregates in Data Streams 2005 SIGMOD 9.5429492e-05
2,198 Continuous Analytics Over Discontinuous Streams 2010 SIGMOD 9.308495e-05
3,568 SECRET: A Model for Analysis of the Execution Semantics of Stream Processing Systems 2010 VLDB 6.9619076e-05
6,457 Diag-Join: An Opportunistic Join Algorithm for 1:N Relationships 1998 VLDB 5.0560907e-05
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3,382 Scalable and Adaptive Online Joins 2014 VLDB 7.1597145e-05
10,616 Unraveling the Impact of Window Semantics: Optimizing Join Order for Efficient Stream Processing 2025 VLDB 4.1945683e-05
10,967 Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model 2024 SIGMOD 4.1945683e-05
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3,656 Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams 2003 VLDB 6.8714509e-05
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8,018 Parallelizing Intra-Window Join on Multicores: An Experimental Study 2021 SIGMOD 4.6046381e-05
6,476 Parallel Index-based Stream Join on a Multicore CPU 2020 SIGMOD 5.0496617e-05
2,763 Executing Stream Joins on the Cell Processor 2007 VLDB 8.1579306e-05
5,866 Low-Latency Handshake Join 2014 VLDB 5.2968632e-05