Dynamic C-RAN resource sharing scheme based on a hierarchical game approach

被引:0
|
作者
Sungwook Kim
机构
[1] Sogang University,Department of Computer Science
关键词
Cloud radio access network; Indian buffet game; Resource allocation; Two-level game model; Asymptotic shapley value; Coopetition approach;
D O I
暂无
中图分类号
学科分类号
摘要
Over the past decade, wireless applications have experienced tremendous growth, and this growth is likely to multiply in the near future. To cope with expected drastic data traffic growth, a new cloud computing-based radio access network (C-RAN) has been proposed for next-generation cellular networks. It is considered as a cost-efficient way of meeting high resource demand of future wireless access networks. In this paper, we propose a novel resource sharing scheme for future C-RAN systems. Based on the Indian buffet game, we formulate the C-RAN resource allocation problem as a two-level game model and find an effective solution according to the coopetition approach. Our proposed scheme constantly monitors the current C-RAN system conditions and adaptively responds in a distributed manner. The experimental results validate the effectiveness and efficiency of our proposed scheme under dynamic C-RAN situations.
引用
收藏
相关论文
共 50 条
  • [1] Dynamic C-RAN resource sharing scheme based on a hierarchical game approach
    Kim, Sungwook
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2016, : 1 - 12
  • [2] Demonstration of Dynamic Resource Sharing Benefits in an Optical C-RAN
    Raza, Muhammad Rehan
    Fiorani, Matteo
    Rostami, Ahmad
    Ohlen, Peter
    Wosinska, Lena
    Monti, Paolo
    JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2016, 8 (08) : 621 - 632
  • [3] Resource allocation scheme for 5G C-RAN: a Swarm Intelligence based approach
    Ari, Ado Adamou Abba
    Gueroui, Abdelhak
    Titouna, Chafiq
    Thiare, Ousmane
    Aliouat, Zibouda
    COMPUTER NETWORKS, 2019, 165
  • [4] Resource Allocation by Submodular Optimization in Programmable Hierarchical C-RAN
    Xia, Wenchao
    Quek, Tony Q. S.
    Zhang, Jun
    Jin, Shi
    Zhu, Hongbo
    2018 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2018, : 558 - 562
  • [5] News-vendor game-based resource allocation scheme for next-generation C-RAN systems
    Kim, Sungwook
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2016,
  • [6] QoS-Aware Dynamic Spectrum Resource Allocation Scheme in C-RAN based Dense Femtocell Networks
    Jiang, Wei
    Hong, Peilin
    Xue, Kaiping
    Fan, Qiang
    Hu, Tingting
    2015 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS & SIGNAL PROCESSING (WCSP), 2015,
  • [7] News-vendor game-based resource allocation scheme for next-generation C-RAN systems
    Sungwook Kim
    EURASIP Journal on Wireless Communications and Networking, 2016
  • [8] Reducing Energy Consumption by Dynamic Resource Allocation In C-RAN
    Khan, M.
    Alhumaima, R. S.
    Al-Raweshidy, H. S.
    2015 EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS (EUCNC), 2015, : 169 - 174
  • [9] Programmable Hierarchical C-RAN: From Task Scheduling to Resource Allocation
    Xia, Wenchao
    Quek, Tony Q. S.
    Zhang, Jun
    Jin, Shi
    Zhu, Hongbo
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 18 (03) : 2003 - 2016
  • [10] A Real-time QoS-Demand-Aware Computational Resource Sharing Approach in C-RAN
    Barahman, Mojgan
    Correia, Luis M.
    Ferreira, Lucio S.
    2020 EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS (EUCNC 2020), 2020, : 236 - 241