Sensitivity Analysis of Gigabit Concept Mining System

Author

Levine, Andrew ; Loui, Ron ; Lockwood, John W. ; Cho, Young H.

Author_Institution

Washington Univ. in St. Louis, St. Louis

fYear

2007

fDate

3-10 March 2007

Firstpage

1

Lastpage

10

Abstract

As described in our prior papers, we have implemented a system that performs real-time analysis and classification of network traffic using reconfigurable hardware. In this paper, we consider how to optimize the performance and make best use of the hardware resources by simulating the effect of parameter variation. We have devised a systematic method to determine the best parameters for the hardware such that we do not sacrifice the quality of the result. We applied the method to determine how our existing system could best identify the topics of Internet newsgroup postings as the content streams over a Gigabit Ethernet link.

Keywords

Internet; data analysis; field programmable gate arrays; learning (artificial intelligence); local area networks; online front-ends; telecommunication traffic; Gigabit Ethernet; Gigabit concept mining system; Internet newsgroup postings; network traffic; real-time analysis; real-time classification; reconfigurable hardware; sensitivity analysis; Circuits; Electronic design automation and methodology; Field programmable gate arrays; Hardware design languages; Performance analysis; Real time systems; SDRAM; Sensitivity analysis; Telecommunication traffic; Traffic control;

fLanguage

English

Publisher

ieee

Conference_Titel

Aerospace Conference, 2007 IEEE

Conference_Location

Big Sky, MT

ISSN

1095-323X

Print_ISBN

1-4244-0524-6

Electronic_ISBN

1095-323X

Type

conf

DOI

10.1109/AERO.2007.352798

Filename

4161611