DocumentCode :
2458411
Title :
Multi-query Stream Processing on FPGAs
Author :
Sadoghi, Mohammad ; Javed, Rija ; Tarafdar, Naif ; Singh, Harsh ; Palaniappan, Rohan ; Jacobsen, Hans-Arno
Author_Institution :
Middleware Syst. Res. Group (msrg.org), Univ. of Toronto, Toronto, ON, Canada
fYear :
2012
fDate :
1-5 April 2012
Firstpage :
1229
Lastpage :
1232
Abstract :
We present an efficient multi-query event stream platform to support query processing over high-frequency event streams. Our platform is built over reconfigurable hardware -- FPGAs -- to achieve line-rate multi-query processing by exploiting unprecedented degrees of parallelism and potential for pipelining, only available through custom-built, application-specific and low-level logic design. Moreover, a multi-query event stream processing engine is at the core of a wide range of applications including real-time data analytics, algorithmic trading, targeted advertisement, and (complex) event processing.
Keywords :
field programmable gate arrays; logic design; query processing; FPGA; algorithmic trading; complex event processing; high-frequency event streams; line-rate multiquery processing; low-level logic design; multiquery event stream platform; multiquery stream processing; parallelism; pipelining; real-time data analytics; reconfigurable hardware; targeted advertisement; Algebra; Bandwidth; Field programmable gate arrays; Hardware; Hardware design languages; Parallel processing; Semantics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Engineering (ICDE), 2012 IEEE 28th International Conference on
Conference_Location :
Washington, DC
ISSN :
1063-6382
Print_ISBN :
978-1-4673-0042-1
Type :
conf
DOI :
10.1109/ICDE.2012.39
Filename :
6228175
Link To Document :
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