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