By Topic

A scalable complex event processing framework for combination of SQL-based continuous queries and C/C++ functions

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

3 Author(s)
Takenaka, T. ; NEC Corp., Kawasaki, Japan ; Takagi, M. ; Inoue, H.

SQL-based languages are widely used for Software-based Complex Event Processing (CEP) systems. This paper proposes a FPGA acceleration framework to compile a SQL-based event processing language, which is based on the ANSI standard proposal to support event processing, into a high-performance CEP engine on FPGAs. Besides the SQL's primitives such as partitioning, windowing, aggregation and pattern matching, the proposed framework allows C/C++ functions to implement complex algorithms required by real-world applications. The CEP engine also scales very efficiently processing multiple streams in parallel by making use of inexpensive block memories. Experimental results show that our proposed CEP engine, which is compiled for a financial analysis application calculating a popular trading benchmark to capture meaningful market trends, achieves 150M events/sec (20Gbps) processing performance for over 16,000 streams.

Published in:

Field Programmable Logic and Applications (FPL), 2012 22nd International Conference on

Date of Conference:

29-31 Aug. 2012