A Hybrid Asymmetric Traffic Classifier for Deep Packet Inspection Systems with Route Asymmetry

被引:0
|
作者
Oztoprak, Kasim [1 ]
Yazici, Mehmet Akif [2 ]
机构
[1] KTO Karatay Univ, Dept Comp Engn, Konya, Turkey
[2] Istanbul Tech Univ, Inst Informat, Istanbul, Turkey
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中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A flow is said to be asymmetrically routed if its packets follow separate paths for forward and reverse directions. Routing asymmetry leads to problems in flow identification, policy enforcement, quota management, traffic shaping etc. in DPI systems. There are two existing approaches to battle routing asymmetry: clustering and state sharing. The latter fails with stateless traffic, while clustering leads to large traffic overhead. We propose the Hybrid Asymmetric Traffic Classifier (HATC) method that merges the best aspects of the two existing methods. HATC is able to handle all types of asymmetric traffic with reduced overhead compared to clustering. Numerical evaluation of HATC using two real traffic traces is also presented.
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页数:8
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  • [2] KISS: Stochastic Packet Inspection Classifier for UDP Traffic
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    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2010, 18 (05) : 1505 - 1515
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    Sherry, Justine
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    [J]. ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2015, 45 (04) : 213 - 226
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    Sherry, Justine
    Lan, Chang
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    [J]. SIGCOMM'15: PROCEEDINGS OF THE 2015 ACM CONFERENCE ON SPECIAL INTEREST GROUP ON DATA COMMUNICATION, 2015, : 213 - 226
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    [J]. IEEE INFOCOM 2009 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS, 2009, : 61 - +
  • [8] Space efficient deep packet inspection of compressed web traffic
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    [J]. COMPUTER COMMUNICATIONS, 2012, 35 (07) : 810 - 819
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    Masud, Mohammad M.
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  • [10] Towards the Detection of Encrypted BitTorrent Traffic through Deep Packet Inspection
    Carvalho, David A.
    Pereira, Manuela
    Freire, Mario M.
    [J]. SECURITY TECHNOLOGY, PROCEEDINGS, 2009, 58 : 265 - 272