Optimal Computational Resource Allocation and Network Slicing Deployment in 5G Hybrid C-RAN

被引:0
|
作者
De Domenico, Antonio [1 ]
Liu, Ya-Feng [2 ]
Yu, Wei [3 ]
机构
[1] CEA, LETI Grenoble, Grenoble, France
[2] Chinese Acad Sci, AMSS, ICMSEC, LSEC, Beijing 100190, Peoples R China
[3] Univ Toronto, Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
关键词
D O I
暂无
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
Network virtualization is a key enabler for the 5G systems for supporting the novel use cases related to the vertical markets. In this context, we investigate the joint optimal deployment of Virtual Network Functions (VNFs) and the allocation of computational resources in a hybrid cloud infrastructure by taking into account the requirements of the 5G services and the characteristics of the cloud nodes. To achieve this goal, we analyze the relations between functional placement, computational requirements, and latency constraints, and formulate an integer linear programming problem, which can be solved by using a standard solver. Our results underline the advantages of a hybrid architecture over a standard solution with a central cloud, and show that the proposed mechanism to deploy VNFs leads to high resource utilization efficiency and large gains in terms of the number of slice chains that can be supported by the cloud-enhanced 5G networks.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Reinforcement Learning Based Resource Allocation for Network Slicing in 5G C-RAN
    Wang, Xiaofei
    Zhang, Tiankui
    [J]. 2019 COMPUTING, COMMUNICATIONS AND IOT APPLICATIONS (COMCOMAP), 2019, : 106 - 111
  • [2] Optimizing communication and computational resource allocations in network slicing using twin-GAN-Based DRL for 5G hybrid C-RAN
    Chen, Yuh-Shyan
    Hsu, Chih-Shun
    Hung, Hsiang-Ching
    [J]. COMPUTER COMMUNICATIONS, 2023, 200 : 66 - 85
  • [3] Slicing Resource Allocation for eMBB and URLLC in 5G RAN
    Ma, Tengteng
    Zhang, Yong
    Wang, Fanggang
    Wang, Dong
    Guo, Da
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2020, 2020
  • [4] Resource Allocation for CoMP Enabled URLLC in 5G C-RAN Architecture
    Khan, Jihas
    Jacob, Lillykutty
    [J]. IEEE SYSTEMS JOURNAL, 2021, 15 (04): : 4864 - 4875
  • [5] Joint PRB and Power Allocation for Slicing eMBB and URLLC Services in 5G C-RAN
    Setayesh, Mehdi
    Bahrami, Shahab
    Wong, Vincent W. S.
    [J]. 2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [6] An Enhanced OFDM Resource Allocation Algorithm in C-RAN Based 5G Public Safety Network
    Feng, Lei
    Li, Wenjing
    Yu, Peng
    Qiu, Xuesong
    [J]. MOBILE INFORMATION SYSTEMS, 2016, 2016
  • [7] Computational Optimal Transport for 5G Massive C-RAN Device Association
    Paschos, Georgios
    Liakopoulos, Nikolaos
    Debbah, Merouane
    Wen, Tong
    [J]. 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2018,
  • [8] Optimization-Based Resource Management Strategies for 5G C-RAN Slicing Capabilities
    Lin, Frank Yeong-Sung
    Hsiao, Chiu-Han
    Wen, Yean-Fu
    Wu, Ya-Syuan
    [J]. 2018 TENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN 2018), 2018, : 346 - 351
  • [9] Resource allocation scheme for 5G C-RAN: a Swarm Intelligence based approach
    Ari, Ado Adamou Abba
    Gueroui, Abdelhak
    Titouna, Chafiq
    Thiare, Ousmane
    Aliouat, Zibouda
    [J]. COMPUTER NETWORKS, 2019, 165
  • [10] Flexible and anonymous network slicing selection for C-RAN enabled 5G service authentication
    Zhang, Yinghui
    Wu, Axin
    Chen, Zhenwei
    Zheng, Dong
    Cao, Jin
    Jiang, Xiaohong
    [J]. COMPUTER COMMUNICATIONS, 2021, 166 : 165 - 173