RETRACTED: Dynamic Embedding and Scheduling of Service Function Chains for Future SDN/NFV-Enabled Networks (Retracted Article)

被引:22
|
作者
Cao, Haotong [2 ]
Zhu, Hongbo [2 ]
Yang, Longxiang [1 ,2 ]
机构
[1] Nanjing Univ Posts & Telecommun, Minist Educ, Key Lab Broadband Wireless Commun & Sensor Networ, Nanjing 210003, Jiangsu, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Jiangsu Key Lab Wireless Commun, Nanjing 210003, Jiangsu, Peoples R China
来源
IEEE ACCESS | 2019年 / 7卷
基金
中国国家自然科学基金;
关键词
Future network; network virtualization; SDN; NFV; SFC; VN service; dynamic embedding and scheduling algorithm; QoS-guaranteed; MILP; DEPLOYMENT; ALGORITHM;
D O I
10.1109/ACCESS.2019.2906874
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Currently, software-defined networking (SDN) and network function virtualization (NFV) are the two most promising approaches for implementing network virtualization (NV). Traditional TCP/IP-based networks (e.g. Internet) will be transformed into SDN/NFV-enabled networks in the foreseeable future. Through virtualization, the slicing of heterogeneous underlying resources will provide an agile and customized virtual network (VN) services to end users. Hence, the virtual network function (VNF) embedding and scheduling are crucial to the VN service deployment in the SDN/NFV-enabled networks. In this paper, the dynamic VNF embedding and scheduling are jointly researched for enhancing the VN service provisioning. At first, the VNF embedding and scheduling are formulated by using the mixed integer linear programming (MILP) model, having the goals of minimizing the consumed underlying resources and providing QoS-guaranteed VN service. Subsequently, to remove the NP-hardness of the MILP model, a dynamic VNF embedding and scheduling algorithm is proposed. For instance, when a new VN service is requested, the VNFs, constituting the service function chain (SFC) of the VN service, will be embedded and scheduled by the proposed algorithm. If the resource and QoS requirements of the VNFs are not satisfied, a re-embedding and re-scheduling scheme will be triggered in order to optimize certain existing VNFs. The dynamic embedding and scheduling algorithm has flexible network function placement and improves the underlying resource utilization. Finally, the simulation results are illustrated to validate the proposed algorithm.
引用
收藏
页码:39721 / 39730
页数:10
相关论文
共 44 条
  • [41] Placement of dynamic service function chains in partially VNF-enabled networks
    Afsaneh Allahvirdi
    Saleh Yousefi
    Asghar Asgharian Sardroud
    Telecommunication Systems, 2022, 81 : 225 - 240
  • [42] Virtualized Network Function Forwarding Graph Placing in SDN and NFV-Enabled IoT Networks: A Graph Neural Network Assisted Deep Reinforcement Learning Method
    Xie, Yanghao
    Huang, Lin
    Kong, Yuyang
    Wang, Sheng
    Xu, Shizhong
    Wang, Xiong
    Ren, Jing
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2022, 19 (01): : 524 - 537
  • [43] Dynamic Service Function Chain Orchestration for NFV/MEC-Enabled IoT Networks: A Deep Reinforcement Learning Approach
    Liu, Yicen
    Lu, Hao
    Li, Xi
    Zhang, Yang
    Xi, Leiping
    Zhao, Donghao
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (09) : 7450 - 7465
  • [44] Dynamic scheduling method for service function chains in space air terrestrial aided edge cloud networks
    Qiao W.
    Lu Y.
    Liu Y.
    Li Z.
    Li X.
    Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2022, 49 (02): : 79 - 88