Research of deep packet inspection system based on the MapReduce

Jinsong Wang*, Jun Wei, Sheng Lin, Wei Huang

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

In this paper, we propose a deep packet inspection system based on the MapReduce. The MapReduce which is a parallel distributed programming model developed by Google applies the technology of deep packet inspection. Network protocol analysis technique is invoked to realize detect, effectively reducing the packet number to be matched. Furthermore, cache technology is adopted to store attack signature from database in order to reduce the frequency of reading the rules from library file which improved the detection efficiency. Experimental results show that effectiveness of the proposed system with the high-speed network traffic.

Original languageEnglish
Pages (from-to)2587-2594
Number of pages8
JournalJournal of Computational Information Systems
Volume9
Issue number7
Publication statusPublished - 1 Apr 2013
Externally publishedYes

Keywords

  • Cache technology
  • Deep packet inspection
  • MapReduce
  • Protocol analysis
  • Snort

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