SDN-Based Congestion Control and Bandwidth Allocation Scheme in 5G Networks

被引:0
|
作者
Yang, Dong [1 ]
Tsai, Wei-Tek [1 ,2 ]
机构
[1] Beihang Univ, Sch Comp Sci & Engn, Beijing 100191, Peoples R China
[2] Fuzhou FuYao Inst Adv Study, Fuzhou 350300, Peoples R China
关键词
congestion control; SDN; routing feedback; in-network control; 5G cellular network; CONTROL PROTOCOL; STABILITY;
D O I
10.3390/s24030749
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
5G cellular networks are already more than six times faster than 4G networks, and their packet loss rate, especially in the Internet of Vehicles (IoV), can reach 0.5% in many cases, such as when there is high-speed movement or obstacles nearby. In such high bandwidth and high packet loss network environments, traditional congestion control algorithms, such as CUBIC and bottleneck bandwidth and round-trip propagation time (BBR), have been unable to balance flow fairness and high performance, and their flow rate often takes a long time to converge. We propose a congestion control algorithm based on bottleneck routing feedback using an in-network control mode called bottleneck routing feedback (BRF). We use SDN technology (OpenFlow protocol) to collect network bandwidth information, and BRF controls the data transmission rate of the sender. By adding the bandwidth information of the bottleneck in the option field in the ACK packet, considering the flow fairness and the flow convergence rate, a bandwidth allocation scheme compatible with multiple congestion control algorithms is proposed to ensure the fairness of all flows and make them converge faster. The performance of BRF is evaluated via Mininet. The experimental results show that BRF provides higher bandwidth utilization, faster convergence rate, and fairer bandwidth allocation than existing congestion control algorithms in 5G cellular networks.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] A Resource Allocation Scheme for SDN-based 5G Ultra-Dense Heterogeneous Networks
    Zhao, Yongxu
    Chen, Yueyun
    Jian, Rongling
    Yang, Liuqing
    [J]. 2017 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2017,
  • [2] SDN-Based Vertical Handover Decision Scheme for 5G Networks
    Rizkallah, Jacky
    Akkari, Nadine
    [J]. 2018 IEEE MIDDLE EAST AND NORTH AFRICA COMMUNICATIONS CONFERENCE (MENACOMM), 2018, : 229 - 234
  • [3] SDN-Based Architecture and Procedures for 5G Networks
    Guerzoni, R.
    Trivisonno, R.
    Soldani, D.
    [J]. 2014 1ST INTERNATIONAL CONFERENCE ON 5G FOR UBIQUITOUS CONNECTIVITY (5GU), 2014, : 209 - 214
  • [4] A Robust Security Architecture for SDN-Based 5G Networks
    Yao, Jiaying
    Han, Zhigeng
    Sohail, Muhammad
    Wang, Liangmin
    [J]. FUTURE INTERNET, 2019, 11 (04)
  • [5] SDN-Based Distributed Mobility Management for 5G Networks
    Tien-Thinh Nguyen
    Bonnet, Christian
    Haerri, Jerome
    [J]. 2016 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, 2016,
  • [6] A robust security architecture for SDN-based 5G networks
    Yao, Jiaying
    Han, Zhigeng
    Sohail, Muhammad
    Wang, Liangmin
    [J]. Future Internet, 2019, 11 (04):
  • [7] SDN-Based Data Offloading for 5G Mobile Networks
    Mojdeh Amani
    Toktam Mahmoodi
    Mallikarjun Tatipamula
    Hamid Aghvami
    [J]. ZTE Communications, 2014, 12 (02) : 34 - 40
  • [8] SDN-Based Secure and Privacy-Preserving Scheme for Vehicular Networks: A 5G Perspective
    Garg, Sahil
    Kaur, Kuljeet
    Kaddoum, Georges
    Ahmed, Syed Hassan
    Jayakody, Dushantha Nalin K.
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (09) : 8421 - 8434
  • [9] An SDN-Based Video Multicast Orchestration Scheme for 5G Ultra-Dense Networks
    Zhang, Xinchang
    Yang, Meihong
    Zhao, Yanling
    Zhang, Jianwei
    Ge, Jing
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (12) : 77 - 83
  • [10] An Optimal SDN-Based Wavelength Allocation and Routing Method for 5G Network
    Zhou, Hui
    Tian, Zhong
    Sefat, Shebnam M.
    Mostafa, Samih M.
    [J]. MOBILE INFORMATION SYSTEMS, 2022, 2022