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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
- 5312
- Venue
- SIGMOD
- Year
- 2017
- Pagerank
- 5.6438393e-05
- Overall Rank
- 5,178 | 63.98%
- DOI
-
10.1145/3035918.3035946
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 18 of 18 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,721 |
To Partition, or Not to Partition, That is the Join Question in a Real System |
2021 |
SIGMOD |
6.8179379e-05 |
| 3,880 |
Caribou: Intelligent Distributed Storage |
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| 4,033 |
In-RDBMS Hardware Acceleration of Advanced Analytics |
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6.5113267e-05 |
| 4,602 |
Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture |
2019 |
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6.0567387e-05 |
| 5,123 |
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning |
2019 |
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| 5,247 |
Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects |
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| 6,282 |
Cheetah: Accelerating Database Queries with Switch Pruning |
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| 6,404 |
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| 6,525 |
Database Technology for the Masses: Sub-Operators as First-Class Entities |
2021 |
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5.027205e-05 |
| 6,540 |
Data Partitioning for In-Memory Systems: Myths, Challenges, and Opportunities |
2019 |
CIDR |
5.0219214e-05 |
| 7,164 |
SKT: A One-Pass Multi-Sketch Data Analytics Accelerator |
2021 |
VLDB |
4.8131514e-05 |
| 8,048 |
Lowering the Latency of Data Processing Pipelines Through FPGA based Hardware Acceleration |
2020 |
VLDB |
4.5977431e-05 |
| 8,094 |
Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms |
2021 |
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4.5867812e-05 |
| 9,785 |
Is FPGA Useful for Hash Joins? Exploring Hash Joins on Coupled CPU-FPGA Architecture |
2020 |
CIDR |
4.284797e-05 |
| 9,838 |
Efficiently Joining Large Relations on Multi-GPU Systems |
2025 |
VLDB |
4.2740344e-05 |
| 10,193 |
Predictive Translation: High-Performance Buffer Management Without the Trade-Offs |
2026 |
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4.1945683e-05 |
| 10,507 |
SwiftSpatial: Spatial Joins on Modern Hardware |
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| 11,676 |
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases |
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4.1945683e-05 |
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 |
| 351 |
Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs |
2009 |
VLDB |
0.0002636504 |
| 404 |
Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited |
2014 |
VLDB |
0.00024143076 |
| 540 |
Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs |
2011 |
SIGMOD |
0.0002063443 |
| 930 |
Fast Sort on CPUs and GPUs: A Case for Bandwidth Oblivious SIMD Sort |
2010 |
SIGMOD |
0.00015238545 |
| 958 |
Rethinking SIMD Vectorization for In-Memory Databases |
2015 |
SIGMOD |
0.00015045316 |
| 1,016 |
Memory-Efficient Hash Joins |
2015 |
VLDB |
0.00014638492 |
| 1,206 |
Rack-Scale In-Memory Join Processing using RDMA |
2015 |
SIGMOD |
0.00013281657 |
| 1,607 |
A Comprehensive Study of Main-Memory Partitioning and its Application to Large-Scale Comparison- and Radix-Sort |
2014 |
SIGMOD |
0.00011162682 |
| 1,696 |
A Seven-Dimensional Analysis of Hashing Methods and its Implications on Query Processing |
2016 |
VLDB |
0.00010881034 |
| 1,804 |
An Experimental Comparison of Thirteen Relational Equi-Joins in Main Memory |
2016 |
SIGMOD |
0.00010501185 |
| 3,443 |
Distributed Join Algorithms on Thousands of Cores |
2017 |
VLDB |
7.0887214e-05 |
| 3,993 |
Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach |
2015 |
VLDB |
6.5534805e-05 |
| 4,085 |
In-Cache Query Co-Processing on Coupled CPU-GPU Architectures |
2015 |
VLDB |
6.4620277e-05 |
| 5,653 |
On the Surprising Difficulty of Simple Things: the Case of Radix Partitioning |
2015 |
VLDB |
5.3889513e-05 |
| 5,721 |
FPGA-based Multithreading for In-Memory Hash Joins |
2015 |
CIDR |
5.3525009e-05 |
| 8,202 |
Accelerating Pattern Matching Queries in Hybrid CPU-FPGA Architectures |
2017 |
SIGMOD |
4.5598793e-05 |
| 8,443 |
Histograms as a Side Effect of Data Movement for Big Data |
2014 |
SIGMOD |
4.5119257e-05 |
| 8,518 |
Glacier: A Query-to-Hardware Compiler |
2010 |
SIGMOD |
4.4943094e-05 |
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