A Hybrid Asymmetric Traffic Classifier For Deep Packet Inspection Systems With Route Asymmetry

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. © 2016 IEEE.

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Eser Adı
(dc.title)
A Hybrid Asymmetric Traffic Classifier For Deep Packet Inspection Systems With Route Asymmetry
Yayın Türü
(dc.type)
Konferans Bildirisi
Yazar/lar
(dc.contributor.author)
ÖZTOPRAK, Kasım
Yazar/lar
(dc.contributor.author)
YAZICI, Mehmet Akif
DOI Numarası
(dc.identifier.doi)
10.1109/PCCC.2016.7820616
Atıf Dizini
(dc.source.database)
Scopus
Konu Başlıkları
(dc.subject)
Routing
Konu Başlıkları
(dc.subject)
Ports (Computers)
Konu Başlıkları
(dc.subject)
Quality of Service
Konu Başlıkları
(dc.subject)
IP Networks
Konu Başlıkları
(dc.subject)
Streaming Media
Konu Başlıkları
(dc.subject)
Internet
Konu Başlıkları
(dc.subject)
Payloads
Yayıncı
(dc.publisher)
Institute of Electrical and Electronics Engineers Inc.
Yayın Tarihi
(dc.date.issued)
2017
Kayıt Giriş Tarihi
(dc.date.accessioned)
2020-08-07T12:55:54Z
Açık Erişim tarihi
(dc.date.available)
2020-08-07T12:55:54Z
Kaynak
(dc.source)
35th IEEE International Performance Computing and Communications Conference, IPCCC 2016
ISSN
(dc.identifier.issn)
9781509052523 (ISBN)
Özet
(dc.description.abstract)
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. © 2016 IEEE.
Yayın Dili
(dc.language.iso)
en
Tek Biçim Adres
(dc.identifier.uri)
http://hdl.handle.net/20.500.12498/2975
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