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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
h657036aef22bc11f
Venue
SIGMOD
Year
2017
Pagerank
6.348544e-05
Overall Rank
4,931 | 66.85%
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
2,818 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 7.9739791e-05
3,626 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 7.1524537e-05
3,737 In-RDBMS Hardware Acceleration of Advanced Analytics 2018 VLDB 7.0628666e-05
4,573 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.5265033e-05
4,877 Caribou: Intelligent Distributed Storage 2017 VLDB 6.3721859e-05
4,879 Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning 2019 VLDB 6.3715334e-05
5,771 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9992698e-05
5,958 Cheetah: Accelerating Database Queries with Switch Pruning 2020 SIGMOD 5.9338314e-05
6,213 Data Partitioning for In-Memory Systems: Myths, Challenges, and Opportunities 2019 CIDR 5.8479612e-05
6,246 ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation 2019 VLDB 5.8370793e-05
7,216 SKT: A One-Pass Multi-Sketch Data Analytics Accelerator 2021 VLDB 5.5837401e-05
7,282 Lowering the Latency of Data Processing Pipelines Through FPGA based Hardware Acceleration 2020 VLDB 5.5666052e-05
7,451 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5236802e-05
8,804 SwiftSpatial: Spatial Joins on Modern Hardware 2025 SIGMOD 5.2732683e-05
9,429 Efficiently Joining Large Relations on Multi-GPU Systems 2025 VLDB 5.1786456e-05
10,120 Is FPGA Useful for Hash Joins? Exploring Hash Joins on Coupled CPU-FPGA Architecture 2020 CIDR 5.0782186e-05
10,669 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 4.9793485e-05
12,171 doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases 2019 VLDB 4.9793485e-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
210 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024851502
251 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00023143736
361 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020006406
627 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD 0.00015460957
661 Fast Sort on CPUs and GPUs: A Case for Bandwidth Oblivious SIMD Sort 2010 SIGMOD 0.00015003815
889 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013247362
969 Memory-Efficient Hash Joins 2015 VLDB 0.0001278184
1,116 A Comprehensive Study of Main-Memory Partitioning and its Application to Large-Scale Comparison- and Radix-Sort 2014 SIGMOD 0.00011962096
1,266 An Experimental Comparison of Thirteen Relational Equi-Joins in Main Memory 2016 SIGMOD 0.00011269175
1,283 A Seven-Dimensional Analysis of Hashing Methods and its Implications on Query Processing 2016 VLDB 0.00011209209
2,802 Distributed Join Algorithms on Thousands of Cores 2017 VLDB 7.9903139e-05
3,459 Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach 2015 VLDB 7.2848113e-05
3,491 In-Cache Query Co-Processing on Coupled CPU-GPU Architectures 2015 VLDB 7.2619913e-05
5,179 On the Surprising Difficulty of Simple Things: the Case of Radix Partitioning 2015 VLDB 6.2408516e-05
5,628 FPGA-based Multithreading for In-Memory Hash Joins 2015 CIDR 6.060354e-05
8,367 Accelerating Pattern Matching Queries in Hybrid CPU-FPGA Architectures 2017 SIGMOD 5.3460641e-05
8,576 Histograms as a Side Effect of Data Movement for Big Data 2014 SIGMOD 5.3111243e-05
8,940 Glacier: A Query-to-Hardware Compiler 2010 SIGMOD 5.2554216e-05
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