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FPGA-based Data Partitioning

Summary: FPGA-accelerated data partitioning in a CPU-FPGA coherent hybrid architecture to cut partitioning cost and data-transfer overhead in parallel joins. Shows faster, more robust partitioning than CPU-only schemes, enabling partition-on-FPGA while build/probe runs on CPU. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5374
Venue
SIGMOD
Year
2017
Pagerank
6.483442e-05
Overall Rank
4,840 | 66.80%
DOI
10.1145/3035918.3035946

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{kara_sigmod17,
        title = {{FPGA-based Data Partitioning}},
        author = {Kara, Kaan and Giceva, Jana and Alonso, Gustavo},
        series = {{SIGMOD} '17},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3035918.3035946},
        url = {https://dl.acm.org/doi/10.1145/3035918.3035946},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
2,962 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 7.9170451e-05
3,682 In-RDBMS Hardware Acceleration of Advanced Analytics 2018 VLDB 7.2035518e-05
4,483 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.6724044e-05
4,535 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 6.6419266e-05
4,798 Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning 2019 VLDB 6.5024772e-05
4,862 Caribou: Intelligent Distributed Storage 2017 VLDB 6.4741258e-05
5,871 Cheetah: Accelerating Database Queries with Switch Pruning 2020 SIGMOD 6.0604381e-05
6,143 ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation 2019 VLDB 5.9622615e-05
6,161 Data Partitioning for In-Memory Systems: Myths, Challenges, and Opportunities 2019 CIDR 5.9537202e-05
6,263 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.936052e-05
7,069 SKT: A One-Pass Multi-Sketch Data Analytics Accelerator 2021 VLDB 5.7117595e-05
7,170 Lowering the Latency of Data Processing Pipelines Through FPGA based Hardware Acceleration 2020 VLDB 5.6840081e-05
7,899 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5195553e-05
9,333 Efficiently Joining Large Relations on Multi-GPU Systems 2025 VLDB 5.2887551e-05
9,544 SwiftSpatial: Spatial Joins on Modern Hardware 2025 SIGMOD 5.2528121e-05
9,939 Is FPGA Useful for Hash Joins? Exploring Hash Joins on Coupled CPU-FPGA Architecture 2020 CIDR 5.1947648e-05
10,482 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 5.093636e-05
11,871 doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases 2019 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

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

Rank Cited Paper Year Venue Pagerank
209 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024932174
252 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00023242719
360 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020182846
634 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD 0.00015533814
678 Fast Sort on CPUs and GPUs: A Case for Bandwidth Oblivious SIMD Sort 2010 SIGMOD 0.00015061068
892 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013376761
959 Memory-Efficient Hash Joins 2015 VLDB 0.00012953588
1,177 A Comprehensive Study of Main-Memory Partitioning and its Application to Large-Scale Comparison- and Radix-Sort 2014 SIGMOD 0.00011808761
1,265 An Experimental Comparison of Thirteen Relational Equi-Joins in Main Memory 2016 SIGMOD 0.00011415709
1,278 A Seven-Dimensional Analysis of Hashing Methods and its Implications on Query Processing 2016 VLDB 0.00011362007
2,926 Distributed Join Algorithms on Thousands of Cores 2017 VLDB 7.9549783e-05
3,435 Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach 2015 VLDB 7.4172582e-05
3,471 In-Cache Query Co-Processing on Coupled CPU-GPU Architectures 2015 VLDB 7.3885861e-05
5,094 On the Surprising Difficulty of Simple Things: the Case of Radix Partitioning 2015 VLDB 6.3657592e-05
5,515 FPGA-based Multithreading for In-Memory Hash Joins 2015 CIDR 6.189963e-05
8,199 Accelerating Pattern Matching Queries in Hybrid CPU-FPGA Architectures 2017 SIGMOD 5.4686907e-05
8,420 Histograms as a Side Effect of Data Movement for Big Data 2014 SIGMOD 5.4279873e-05
8,777 Glacier: A Query-to-Hardware Compiler 2010 SIGMOD 5.375706e-05
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