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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)

Paper ID
6075
Venue
SIGMOD
Year
2021
Pagerank
4.600223e-05
Overall Rank
8,021 | 44.26%
DOI
10.1145/3448016.3452793

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank Citing Paper Year Venue Pagerank
5,795 What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments 2022 VLDB 5.3236883e-05
10,498 HoneyComb: A Parallel Worst-Case Optimal Join on Multicores 2025 SIGMOD 4.1905499e-05
10,944 PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation 2024 SIGMOD 4.1905499e-05
10,952 SWIX: A Memory-efficient Sliding Window Learned Index 2024 SIGMOD 4.1905499e-05
10,970 Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model 2024 SIGMOD 4.1905499e-05
10,984 Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality 2024 SIGMOD 4.1905499e-05
11,239 Cracking-Like Join for Trusted Execution Environments 2023 VLDB 4.1905499e-05
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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.

Rank Cited Paper Year Venue Pagerank
216 Ripple Joins for Online Aggregation 1999 SIGMOD 0.00033560137
287 Storm @Twitter 2014 SIGMOD 0.00028917909
350 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00026368305
403 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00024176677
538 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020632609
584 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00019700451
944 Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture 2008 VLDB 0.0001512998
1,016 Memory-Efficient Hash Joins 2015 VLDB 0.00014630024
1,693 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.00010886797
1,800 An Experimental Comparison of Thirteen Relational Equi-Joins in Main Memory 2016 SIGMOD 0.00010494121
3,211 Progressive Merge Join: A Generic and Non-Blocking Sort-Based Join Algorithm 2002 VLDB 7.3780807e-05
3,328 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 7.2136181e-05
3,384 Scalable and Adaptive Online Joins 2014 VLDB 7.153329e-05
4,161 Scalable Distributed Stream Join Processing 2015 SIGMOD 6.3883784e-05
4,490 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.137834e-05
5,438 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 5.5041764e-05
5,732 FPGA-based Multithreading for In-Memory Hash Joins 2015 CIDR 5.3473621e-05
5,869 Low-Latency Handshake Join 2014 VLDB 5.2918426e-05
5,916 Early Hash Join: A Configurable Algorithm for the Efficient and Early Production of Join Results 2005 VLDB 5.269117e-05
6,349 RPJ: Producing Fast Join Results on Streams through Rate-based Optimization 2005 SIGMOD 5.0957869e-05
6,430 Providing Streaming Joins as a Service at Facebook 2018 VLDB 5.0587634e-05
6,469 Parallel Index-based Stream Join on a Multicore CPU 2020 SIGMOD 5.0448159e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
1,233 Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources 2003 VLDB 0.0001312635
4,139 Memory-Limited Execution of Windowed Stream Joins 2004 VLDB 6.4126764e-05
1,712 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010786152
3,384 Scalable and Adaptive Online Joins 2014 VLDB 7.153329e-05
1,693 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.00010886797
10,970 Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model 2024 SIGMOD 4.1905499e-05
6,322 Revisiting Pipelined Parallelism in Multi-Join Query Processing 2005 VLDB 5.1074949e-05
3,664 Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams 2003 VLDB 6.8645092e-05
2,768 Executing Stream Joins on the Cell Processor 2007 VLDB 8.1518597e-05
6,469 Parallel Index-based Stream Join on a Multicore CPU 2020 SIGMOD 5.0448159e-05