Network Slicing in Heterogeneous Software-defined RANs

被引:0
|
作者
Qin, Qiaofeng [1 ,2 ]
Choi, Nakjung [3 ]
Rahman, Muntasir Raihan [3 ]
Thottan, Marina [3 ]
Tassiulas, Leandros [1 ,2 ]
机构
[1] Yale Univ, Dept Elect Engn, New Haven, CT 06520 USA
[2] Yale Univ, Inst Network Sci, New Haven, CT 06520 USA
[3] Nokia Bell Labs, E2E Network & Serv Automat ENSA Res Lab, New Providence, NJ USA
基金
美国国家科学基金会;
关键词
Mechanism Design; Auctions; Network Slicing; SD-RAN;
D O I
10.1109/infocom41043.2020.9155532
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
5G technologies promise to revolutionize mobile networks and push them to the limits of resource utilization. Besides better capacity, we also need better resource management via virtualization. End-to-end network slicing not only involves the core but also the Radio Access Network (RAN) which makes this a challenging problem. This is because multiple alternative radio access technologies exist (e. g.,LTE, WLAN, and WiMAX), and there is no unifying abstraction to compare and compose from diverse technologies. In addition, existing work assumes that all RAN infrastructure exists under a single administrative domain. Software-Defined Radio Access Network (SD-RAN) offers programmability that facilitates a unified abstraction for resource sharing and composition across multiple providers harnessing different technology stacks. In this paper we propose a new architecture for heterogeneous RAN slicing across multiple providers. A central component in our architecture is a service orchestrator that interacts with multiple network providers and service providers to negotiate resource allocations that are jointly optimal. We propose a double auction mechanism that captures the interaction among selfish parties and guarantees convergence to optimal social welfare in finite time. We then demonstrate the feasibility of our proposed system by using open source SD-RAN systems such as EmPOWER (WiFi) and FlexRAN (LTE).
引用
收藏
页码:2371 / 2380
页数:10
相关论文
共 50 条
  • [41] Heterogeneous Flow Table Distribution in Software-Defined Networks
    Huang, Jen-Feng
    Chang, Guey-Yun
    Wang, Chun-Feng
    Lin, Chih-Hao
    [J]. IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2016, 4 (02) : 252 - 261
  • [42] Software-Defined Heterogeneous Edge Computing Network Resource Scheduling Based on Reinforcement Learning
    Li, Yaofang
    Wu, Bin
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (01):
  • [43] Software-Defined Heterogeneous Vehicular Networks: Taxonomy and Architecture
    Alioua, Ahmed
    Senouci, Sidi-Mohammed
    Moussaoui, Samira
    Sedjelmaci, Hichem
    Boualouache, Abdelwahab
    [J]. 2017 GLOBAL INFORMATION INFRASTRUCTURE AND NETWORKING SYMPOSIUM (GIIS), 2017, : 50 - 55
  • [44] Software-defined Transport Network for Cloud Computing
    He, Jianfei
    [J]. 2013 OPTICAL FIBER COMMUNICATION CONFERENCE AND EXPOSITION AND THE NATIONAL FIBER OPTIC ENGINEERS CONFERENCE (OFC/NFOEC), 2013,
  • [45] Orchestrating Network Functions in Software-Defined Networks
    Hu, Hongchao
    Pang, Lin
    Wang, Zhenpeng
    Cheng, Guozhen
    [J]. CHINA COMMUNICATIONS, 2017, 14 (02) : 104 - 117
  • [46] Orchestrating Network Functions in Software-Defined Networks
    Hongchao Hu
    Lin Pang
    Zhenpeng Wang
    Guozhen Cheng
    [J]. China Communications, 2017, 14 (02) : 104 - 117
  • [47] Software-Defined Optical Networks Technology and Infrastructure: Enabling Software-Defined Optical Network Operations [Invited]
    Channegowda, Mayur
    Nejabati, Reza
    Simeonidou, Dimitra
    [J]. JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2013, 5 (10) : A274 - A282
  • [48] Scalable Network Virtualization in Software-Defined Networks
    Drutskoy, Dmitry
    Keller, Eric
    Rexford, Jennifer
    [J]. IEEE INTERNET COMPUTING, 2013, 17 (02) : 20 - 27
  • [49] FlowIdentity: Software-Defined Network Access Control
    Yakasai, Sadiq T.
    Guy, Chris G.
    [J]. 2015 IEEE CONFERENCE ON NETWORK FUNCTION VIRTUALIZATION AND SOFTWARE DEFINED NETWORK (NFV-SDN), 2015, : 115 - 120
  • [50] A Software-defined Network Based Lightweight Cluster
    Kara, Cavit
    Onur, Ertan
    [J]. 2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,