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An online flow-level packet classification method on multi-core network processor

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Network packet classification is an important technique widely used in routers, firewalls and intrusion detection systems, and it plays an important role in network security. Many algorithms have been proposed to accelerate packet classification, such as various decision-Tree based algorithms. However, each time a packet arrives, it is required to traverse decision tree to find matched rule in lead nodes, which is not efficient for online packet classification. Based on this observation, this paper proposes a flow-level packet classification method using flow table and decision tree, called FTDT. FTDT classifies packet according to the flow it belongs to, which is applicable to real-Time packet classification. The proposed method is implemented in Tilera-gx36 multi-core network processor. Moreover, multi-Thread technology is employed to design parallel packet classification scheme to accelerate packet classification. We tested our method with classbench rule set and campus rule set. Experiment results showed that FTDT had superior throughput compared with Hyper cuts.

Original languageEnglish
Title of host publicationProceedings - 2015 11th International Conference on Computational Intelligence and Security, CIS 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages407-411
Number of pages5
ISBN (Electronic)9781467386609
DOIs
StatePublished - 1 Feb 2016
Event11th International Conference on Computational Intelligence and Security, CIS 2015 - Shenzhen, China
Duration: 19 Dec 201520 Dec 2015

Publication series

NameProceedings - 2015 11th International Conference on Computational Intelligence and Security, CIS 2015

Conference

Conference11th International Conference on Computational Intelligence and Security, CIS 2015
Country/TerritoryChina
CityShenzhen
Period19/12/1520/12/15

Keywords

  • Decision-Tree
  • Flow-level
  • Hash
  • Multi-core network processor
  • Packet classification
  • Tilera

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