Streams on Wires — A Query Compiler for FPGAs

Summary: Glacier, an FPGA-based query compiler, maps continuous stream operators (selection, aggregation, grouping, windowing) to modular logic circuits. Placing the FPGA in the NIC-to-CPU data path yields >1M tuples/s directly from the network, reducing CPU transfer overhead. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: hda747fa876579016
Venue: VLDB
Year: 2009
Pagerank: 8.8157887e-05
Overall Rank: 2,218 | 85.09%
DOI: 10.14778/1687627.1687654

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 = {{Streams on Wires — A Query Compiler for FPGAs}},
        author = {Mueller, Rene and Teubner, Jens and Alonso, Gustavo},
        journal = {PVLDB},
        series = {{VLDB} '09},
        doi = {10.14778/1687627.1687654},
        url = {https://doi.org/10.14778/1687627.1687654},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
941	Data Processing on FPGAs	2009	VLDB	0.00012957405
1,778	Ibex—An Intelligent Storage Engine with Support for Advanced SQL Off-loading	2014	VLDB	9.6619986e-05
3,827	Complex Event Detection at Wire Speed with FPGAs	2010	VLDB	6.9979786e-05
3,924	Efficient Event Processing through Reconfigurable Hardware for Algorithmic Trading	2010	VLDB	6.9223527e-05
4,122	The bionic DBMS is coming, but what will it look like?	2013	CIDR	6.7932997e-05
4,386	Flexible Query Processor on FPGAs	2013	VLDB	6.623529e-05
4,879	Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning	2019	VLDB	6.3715334e-05
6,658	A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores	2019	VLDB	5.7182492e-05
6,935	Demonstrating Efficient Query Processing in Heterogeneous Environments	2014	SIGMOD	5.6400985e-05
7,711	Less Watts, More Performance: An Intelligent Storage Engine for Data Appliances	2013	SIGMOD	5.4706999e-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
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
10,199	DASH: Asynchronous Hardware Data Processing Services	2023	CIDR	5.0617433e-05
10,312	RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt	2018	SIGMOD	5.0386264e-05
10,439	Discovery of Denial Constraints with Hardware Acceleration	2026	SIGMOD	4.9793485e-05
12,652	SwissBox: An Architecture for Data Processing Appliances	2011	CIDR	4.9793485e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
304	GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management	2006	SIGMOD	0.00021604795
552	Orthogonal Optimization of Subqueries and Aggregation	2001	SIGMOD	0.0001653835
676	Load Shedding in a Data Stream Manager	2003	VLDB	0.00014853749
2,696	Executing Stream Joins on the Cell Processor	2007	VLDB	8.1205649e-05
4,097	Fast Data Stream Algorithms using Associative Memories	2007	SIGMOD	6.8092798e-05
7,428	Efficient and Flexible Information Retrieval Using MonetDB/X100	2007	CIDR	5.5303352e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	21	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB
2	11,464	Program your (custom) SIMD instruction set on FPGA in C++	2024	CIDR
3	10,120	Is FPGA Useful for Hash Joins? Exploring Hash Joins on Coupled CPU-FPGA Architecture	2020	CIDR
4	5,628	FPGA-based Multithreading for In-Memory Hash Joins	2015	CIDR
5	3,827	Complex Event Detection at Wire Speed with FPGAs	2010	VLDB
6	4,931	FPGA-based Data Partitioning	2017	SIGMOD
7	1,533	Pipelined Query Processing in Coprocessor Environments	2018	SIGMOD
8	4,386	Flexible Query Processor on FPGAs	2013	VLDB
9	941	Data Processing on FPGAs	2009	VLDB
10	8,940	Glacier: A Query-to-Hardware Compiler	2010	SIGMOD