A Survey of Traffic Classification in Software Defined Networks

被引:0
|
作者
Yan, Jinghua [1 ]
Yuan, Jing [1 ]
机构
[1] Natl Comp Network Emergency Response Tech Team, Coordinat Ctr China, Beijing, Peoples R China
来源
PROCEEDINGS OF 2018 1ST IEEE INTERNATIONAL CONFERENCE ON HOT INFORMATION-CENTRIC NETWORKING (HOTICN 2018) | 2018年
基金
中国国家自然科学基金;
关键词
Software defined networks; traffic classification; machine learning; FEATURE-SELECTION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Traffic classification has been widely used in network management, service measurements, network design, security monitoring and advertising. Software defined networks (SDN) is an newly-developing technology, which is capable of address problems in the traditional network by simplifying network management, introducing network programmability, and providing a global view of a network. Recent years, SDN has brought new opportunity to classify traffic. Traffic classification techniques in SDN have been investigated, proposed and developed. This paper looks at emerging research into the traffic classification techniques in SDN. We first introduce SDN and related work of traffic classification, and then review several representative works of traffic classification in SDN. These works are reviewed in line with the choice of classification strategies and contribution to the literature. Research challenges and future directions for SDN traffic classification are also discussed.
引用
收藏
页码:200 / 206
页数:7
相关论文
共 50 条
  • [41] Software-defined networks for resource allocation in cloud computing: A survey
    Mohamed, Arwa
    Hamdan, Mosab
    Khan, Suleman
    Abdelaziz, Ahmed
    Babiker, Sharief F.
    Imran, Muhammad
    Marsono, M. N.
    COMPUTER NETWORKS, 2021, 195
  • [42] A Novel Traffic Classification Approach by Employing Deep Learning on Software-Defined Networking
    Nunez-Agurto, Daniel
    Fuertes, Walter
    Marrone, Luis
    Benavides-Astudillo, Eduardo
    Coronel-Guerrero, Christian
    Perez, Franklin
    FUTURE INTERNET, 2024, 16 (05)
  • [43] Towards security automation in Software Defined Networks
    Yungaicela-Naula, Noe M.
    Vargas-Rosales, Cesar
    Arturo Perez-Diaz, Jesus
    Zareei, Mahdi
    COMPUTER COMMUNICATIONS, 2022, 183 : 64 - 82
  • [44] TRAFFIC ENGINEERING FARMEWORK WITH MACHINE LEARNING BASED META-LAYER UN SOFTWARE-DEFINED NETWORKS
    Li Yanjun
    Li Xiaobo
    Osamu, Yoshie
    2014 4TH IEEE INTERNATIONAL CONFERENCE ON NETWORK INFRASTRUCTURE AND DIGITAL CONTENT (IEEE IC-NIDC), 2014, : 121 - 125
  • [45] RMTE: Robust Modular Traffic Engineering in Software-Defined Data Center Networks
    Nejad, Emad Soltani
    Majma, Mohammad Reza
    2017 INTERNATIONAL ARTIFICIAL INTELLIGENCE AND DATA PROCESSING SYMPOSIUM (IDAP), 2017,
  • [46] A Traffic and Resource-aware Energy-Saving Mechanism in Software Defined Networks
    Rahnamay-Naeini, Mahshid
    Sen Baidya, Sonali
    Siavashi, Ehsan
    Ghani, Nasir
    2016 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2016,
  • [47] A Fine-Grained Video Traffic Control Mechanism in Software-Defined Networks
    Huang, Jun
    Duan, Qiang
    Xing, Cong-Cong
    Gu, Bo
    Wang, Guodong
    Zeadally, Sherali
    Baker, Erich
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2022, 19 (03): : 3501 - 3515
  • [48] Data Centers as Software Defined Networks: Traffic Redundancy Elimination with Wireless Cards at Routers
    Cui, Yong
    Xiao, Shihan
    Liao, Chunpeng
    Stojmenovic, Ivan
    Li, Minming
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2013, 31 (12) : 2658 - 2672
  • [49] A Novel Compressed Sensing Technique for Traffic Matrix Estimation of Software Defined Cloud Networks
    Qazi, Sameer
    Atif, Syed Muhammad
    Kadri, Muhammad Bilal
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2018, 12 (10): : 4678 - 4702
  • [50] An analytic-deterministic model for traffic prioritization in Software Defined Networks with Network Calculus
    Hernandez, Michael Prieto
    Tombi, Ricardo Girnis
    Kopp, Samuel
    Batista, Daniel
    Margi, Cintia Borges
    Silveira, Regina Melo
    2015 XXXIII BRAZILIAN SYMPOSIUM ON COMPUTER NETWORKS AND DISTRIBUTED SYSTEMS, 2015, : 70 - 80