Fast computation of database operations using graphics processors
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
"One Size Fits All": An Idea Whose Time Has Come and Gone
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Efficient Hardware Data Mining with the Apriori Algorithm on FPGAs
FCCM '05 Proceedings of the 13th Annual IEEE Symposium on Field-Programmable Custom Computing Machines
Accelerating database operators using a network processor
DaMoN '05 Proceedings of the 1st international workshop on Data management on new hardware
GPUTeraSort: high performance graphics co-processor sorting for large database management
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Fast data stream algorithms using associative memories
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
MapReduce: simplified data processing on large clusters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Executing stream joins on the cell processor
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
CellSort: high performance sorting on the cell processor
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Relational joins on graphics processors
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Efficient implementation of sorting on multi-core SIMD CPU architecture
Proceedings of the VLDB Endowment
On Efficient Query Processing of Stream Counts on the Cell Processor
ICDE '09 Proceedings of the 2009 IEEE International Conference on Data Engineering
Streams on wires: a query compiler for FPGAs
Proceedings of the VLDB Endowment
SIMD-scan: ultra fast in-memory table scan using on-chip vector processing units
Proceedings of the VLDB Endowment
Proceedings of the VLDB Endowment
Q100: the architecture and design of a database processing unit
Proceedings of the 19th international conference on Architectural support for programming languages and operating systems
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In line with the insight that "one size" of databases will not fit all application needs [19] the database community is currently exploring various alternatives to commodity, CPU-based system designs. One particular candidate in this trend are field-programmable gate arrays (FPGAs), programmable chips that allow tailor-made hardware designs optimized for specific systems, applications, or even user queries. With a focus on database use, this tutorial introduces into FPGA technology, demonstrates its potential, but also pinpoints some challenges that need to be addressed before FPGA-accelerated database systems can go mainstream. The goal of this tutorial is to develop an intuition of an FPGA development cycle, receive guidelines for a "good" FPGA design, but also learn the limitations that hardware-implemented database processing faces. Our more high-level ambition is to spur a broader interest in database processing on novel hardware technology.