Scalable Virtualization and Offloading-Based Software-Defined Architecture for Heterogeneous Statistical QoS Provisioning Over 5G Multimedia Mobile Wireless Networks

被引:20
|
作者
Zhang, Xi [1 ]
Zhu, Qixuan [1 ]
机构
[1] Texas A&M Univ, Dept Elect & Comp Engn, Networking & Informat Syst Lab, College Stn, TX 77843 USA
基金
美国国家科学基金会;
关键词
NFV; SDN; WiFi offloading; D2D offloading; heterogeneous statistical delay-bounded QoS; 5G multimedia wireless networks; aggregate effective capacity; scalability; RESOURCE-ALLOCATION; MAC PROTOCOLS; QUALITY; GUARANTEES; MODEL;
D O I
10.1109/JSAC.2018.2871327
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As a crucial step moving towards the next generation of super-fast wireless networks, recently the fifth-generation (5G) mobile wireless networks have received a plethora of research attention and efforts from both the academia and industry. The 5G mobile wireless networks are expected to provision distinct delay-bounded quality of service (QoS) guarantees for a wide range of multimedia services, applications, and users with extremely diverse requirements. However, how to efficiently support multimedia services over 5G wireless networks has imposed many new challenging issues not encountered before in the fourth-generation wireless networks. To overcome these new challenges, we propose a novel network-function virtualization and mobile-traffic offloading based software-defined network (SDN) architecture for heterogeneous statistical QoS provisioning over 5G multimedia mobile wireless networks. Specifically, we develop the novel SDN architecture to scalably virtualize wireless resources and physical infrastructures, based on user's locations and requests, into three types of virtual wireless networks: virtual networks without offloading, virtual networks with WiFi offloading, and virtual networks with deviceto- device offloading. We derive the optimal transmit power allocation schemes to maximize the aggregate effective capacity, overall spectrum efficiency, and other related performances for these three types of virtual wireless networks. We also derive the scalability improvements of our proposed three integrated virtual networks. Finally, we validate and evaluate our developed schemes through numerical analyses, showing significant performance improvements as compared with other existing schemes.
引用
收藏
页码:2787 / 2804
页数:18
相关论文
共 50 条
  • [1] Information-Centric Virtualization for Software-Defined Statistical QoS Provisioning Over 5G Multimedia Big Data Wireless Networks
    Zhang, Xi
    Zhu, Qixuan
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2019, 37 (08) : 1721 - 1738
  • [2] Heterogeneous Statistical QoS Provisioning Over 5G Mobile Wireless Networks
    Zhang, Xi
    Cheng, Wenchi
    Zhang, Hailin
    [J]. IEEE NETWORK, 2014, 28 (06): : 46 - 53
  • [3] Statistical QoS Provisioning Over D2D-Offloading Based 5G Multimedia Big-Data Mobile Wireless Networks
    Zhang, Xi
    Zhu, Qixuan
    [J]. IEEE INFOCOM 2018 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2018, : 742 - 747
  • [4] Decentralized Heterogeneous Statistical QoS Provisioning for Uplinks Over 5G Wireless Networks
    Cheng, Wenchi
    Zhang, Xi
    Zhang, Hailin
    [J]. 2016 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2016,
  • [5] D2D Offloading for Statistical QoS Provisionings Over 5G Multimedia Mobile Wireless Networks
    Zhang, Xi
    Zhu, Qixuan
    [J]. IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2019), 2019, : 82 - 90
  • [6] Heterogeneous Statistical QoS Provisioning Over 5G Wireless Full-Duplex Networks
    Cheng, Wenchi
    Zhang, Xi
    Zhang, Hailin
    [J]. 2015 IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (INFOCOM), 2015,
  • [7] A Software-Defined Queuing Framework for QoS Provisioning in 5G and Beyond Mobile Systems
    Abbou, Aiman Nait
    Taleb, Tarik
    Song, JaeSeung
    [J]. IEEE NETWORK, 2021, 35 (02): : 168 - 173
  • [8] Hierarchical-Caching Based Statistical QoS Provisioning Over 5G Multimedia Big-Data Mobile Wireless Networks
    Zhang, Xi
    Zhu, Qixuan
    [J]. 2018 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM 2018), 2018, : 480 - 485
  • [9] Statistical Delay-Bounded QoS Provisioning Over 5G Multimedia Mobile Wireless Networks in the Finite Blocklength Regime
    Zhang, Xi
    Wang, Jingqing
    Poor, H. Vincent
    [J]. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019,
  • [10] Heterogeneous Statistical QoS Provisioning Over Airborne Mobile Wireless Networks
    Zhang, Xi
    Cheng, Wenchi
    Zhang, Hailin
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (09) : 2139 - 2152