Data Processing on FPGAs

Summary: Data processing operators on FPGAs in heterogeneous many-core systems. Asynchronous sorting-network model, FPGA-centric design, and integration strategy enable FPGA acceleration with competitive CPU performance and lower power for streaming data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: h2e066671736faf81
Venue: VLDB
Year: 2009
Pagerank: 0.00012957405
Overall Rank: 941 | 93.68%
DOI: 10.14778/1687627.1687730

Incoming Non-self Citations Over Time

Authors

1. Rene Mueller (ETH Zurich)
2. Jens Teubner (ETH Zurich)
3. Gustavo Alonso (ETH Zurich)

BibTeX Citation

@article{mueller_vldb09,
        title = {{Data Processing on FPGAs}},
        author = {Mueller, Rene and Teubner, Jens and Alonso, Gustavo},
        journal = {PVLDB},
        series = {{VLDB} '09},
        doi = {10.14778/1687627.1687730},
        url = {https://doi.org/10.14778/1687627.1687730},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 24 of 24 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
856	Hardware-Oblivious Parallelism for In-Memory Column-Stores	2013	VLDB	0.00013428547
898	Orthogonal Security With Cipherbase	2013	CIDR	0.00013189879
1,139	Query Processing on Smart SSDs: Opportunities and Challenges	2013	SIGMOD	0.00011860667
2,576	Secure Database-as-a-Service with Cipherbase	2013	SIGMOD	8.2748237e-05
2,600	Robust Query Processing in Co-Processor-accelerated Databases	2016	SIGMOD	8.2363864e-05
2,605	dbTouch: Analytics at your Fingertips	2013	CIDR	8.229938e-05
3,737	In-RDBMS Hardware Acceleration of Advanced Analytics	2018	VLDB	7.0628666e-05
3,869	Skeleton Automata for FPGAs: Reconfiguring without Reconstructing	2012	SIGMOD	6.9566485e-05
3,924	Efficient Event Processing through Reconfigurable Hardware for Algorithmic Trading	2010	VLDB	6.9223527e-05
3,935	The Case For Heterogeneous HTAP	2017	CIDR	6.9166006e-05
4,199	Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources	2017	VLDB	6.7410637e-05
4,279	Querying Encrypted Data	2014	SIGMOD	6.6900221e-05
4,879	Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning	2019	VLDB	6.3715334e-05
5,132	Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware	2014	VLDB	6.2597754e-05
5,592	Datalog and Emerging Applications: An Interactive Tutorial	2011	SIGMOD	6.0736086e-05
6,057	Towards Energy-Efficient Database Cluster Design	2012	VLDB	5.900701e-05
6,658	A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores	2019	VLDB	5.7182492e-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
9,039	Scotch: Generating FPGA-Accelerators for Sketching at Line Rate	2021	VLDB	5.2331548e-05
9,201	An Application-Specific Instruction Set for Accelerating Set-Oriented Database Primitives	2014	SIGMOD	5.2083769e-05
9,662	The End of Moore’s Law and the Rise of The Data Processor	2021	VLDB	5.1453267e-05
10,439	Discovery of Denial Constraints with Hardware Acceleration	2026	SIGMOD	4.9793485e-05
12,373	An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers	2016	VLDB	4.9793485e-05

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
27	Database Architecture Optimized for the New Bottleneck: Memory Access	1999	VLDB	0.0005158963
127	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00030427614
287	Implementing Database Operations Using SIMD Instructions	2002	SIGMOD	0.00021970198
304	GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management	2006	SIGMOD	0.00021604795
389	QPipe: A Simultaneously Pipelined Relational Query Engine	2005	SIGMOD	0.00019269777
722	Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture	2008	VLDB	0.00014488003
1,454	Fast Computation of Database Operations using Graphics Processors	2004	SIGMOD	0.00010601431
2,161	CellSort: High Performance Sorting on the Cell Processor	2007	VLDB	8.9357193e-05
2,218	Streams on Wires — A Query Compiler for FPGAs	2009	VLDB	8.8157887e-05
2,627	Boosting XML Filtering with a Scalable FPGA-based Architecture	2009	CIDR	8.2057483e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	5,628	FPGA-based Multithreading for In-Memory Hash Joins	2015	CIDR
2	7,282	Lowering the Latency of Data Processing Pipelines Through FPGA based Hardware Acceleration	2020	VLDB
3	8,516	Optimistic Data Parallelism for FPGA-Accelerated Sketching	2023	VLDB
4	4,386	Flexible Query Processor on FPGAs	2013	VLDB
5	3,827	Complex Event Detection at Wire Speed with FPGAs	2010	VLDB
6	10,120	Is FPGA Useful for Hash Joins? Exploring Hash Joins on Coupled CPU-FPGA Architecture	2020	CIDR
7	6,154	FPGA: What's in it for a Database?	2009	SIGMOD
8	2,218	Streams on Wires — A Query Compiler for FPGAs	2009	VLDB
9	11,464	Program your (custom) SIMD instruction set on FPGA in C++	2024	CIDR
10	4,931	FPGA-based Data Partitioning	2017	SIGMOD