Dynamic Network Slicing and Resource Allocation for Heterogeneous Wireless Services

被引:19
|
作者
Kwak, Jeongho [1 ]
Moon, Joonyoung [2 ]
Lee, Hyang-Won [2 ]
Le, Long Bao [3 ]
机构
[1] Trinity Coll Dublin, CONNECT, Dublin, Ireland
[2] Konkuk Univ, Dept Software, Seoul, South Korea
[3] Univ Quebec, INRS EMT, Ste Foy, PQ, Canada
基金
加拿大自然科学与工程研究理事会; 新加坡国家研究基金会;
关键词
D O I
10.1109/PIMRC.2017.8292663
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
In this paper, we study dynamic bandwidth slicing and resource allocation problems to support a mixture of IoT (Internet of Things) and video streaming services. By employing Lyapunov optimization method with time-scale separation approach, we develop algorithms for long time-scale bandwidth slicing, and short time-scale IoT device scheduling, power allocation (for IoT service) and quality decision (for video streaming service). We show through simulations that proposed dynamic bandwidth slicing and resource allocation algorithms outperform the static bandwidth slicing and resource allocation policies in terms of average total cost and average total delay.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] Resource Slicing Strategy for Services Co-existence in Wireless Train Communication Network
    Ren, Qiao
    Lin, Siyu
    Li, Yuanxuan
    Li, Shichao
    Kong, Linghe
    Mumtaz, Shahid
    Ai, Bo
    IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 5397 - 5402
  • [32] Intelligent Dynamic Resource Allocation for Network Slicing Based on Actor-Critic Algorithm
    Yang, Bei
    Li, Qiyao
    She, Xiaoming
    Zhu, Jianchi
    Wei, Fengsheng
    Chen, Peng
    Wang, Jianxiu
    2022 IEEE 14TH INTERNATIONAL CONFERENCE ON ADVANCED INFOCOMM TECHNOLOGY (ICAIT 2022), 2022, : 334 - 340
  • [33] Slicing Resource Allocation Based on Dueling DQN for eMBB and URLLC Hybrid Services in Heterogeneous Integrated Networks
    Chen, Geng
    Shao, Rui
    Shen, Fei
    Zeng, Qingtian
    SENSORS, 2023, 23 (05)
  • [34] Stackelberg Game-based Network Slicing for Joint Wireless Access and Backhaul Resource Allocation
    Thinh Duy Tran
    Long Bao Le
    Tung Thanh Vu
    Duy Trong Ngo
    ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019,
  • [35] Opportunistic capacity based resource allocation for 6G wireless systems with network slicing
    Huang, Jie
    Yang, Fan
    Chakraborty, Chinmay
    Guo, Zhiwei
    Zhang, Huiyan
    Zhen, Li
    Yu, Keping
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2023, 140 : 390 - 401
  • [36] Constrained Reinforcement Learning for Resource Allocation in Network Slicing
    Xu, Yizhen
    Zhao, Zhengyang
    Cheng, Peng
    Chen, Zhuo
    Ding, Ming
    Vucetic, Branka
    Li, Yonghui
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (05) : 1554 - 1558
  • [37] Supervised Learning Based Resource Allocation with Network Slicing
    Zhang, Tianxiang
    Bian, Yuxin
    Lu, Qianchun
    Qi, Jin
    Zhang, Kai
    Ji, Hong
    Wang, Wanyuan
    Wu, Weiwei
    2020 EIGHTH INTERNATIONAL CONFERENCE ON ADVANCED CLOUD AND BIG DATA (CBD 2020), 2020, : 25 - 30
  • [38] Resource Allocation for Network Slicing in WiFi Access Points
    Richart, Matias
    Baliosian, Javier
    Serrat, Joan
    Gorricho, Juan-Luis
    Aguero, Ramon
    Agoulmine, Nazim
    2017 13TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM), 2017,
  • [39] Resource Allocation Strategy of IoT based on Network Slicing
    Pang, Xue
    Zhang, Peiying
    2020 IEEE COMPUTING, COMMUNICATIONS AND IOT APPLICATIONS (COMCOMAP), 2021,
  • [40] Slicing based Resource Allocation for Multiplexing of eMBB and URLLC Services in 5G Wireless Networks
    Korrai, PraveenKumar
    Lagunas, Eva
    Sharma, Shree Krishna
    Chatzinotas, Symeon
    Ottersten, Bjorn
    2019 IEEE 24TH INTERNATIONAL WORKSHOP ON COMPUTER AIDED MODELING AND DESIGN OF COMMUNICATION LINKS AND NETWORKS (IEEE CAMAD), 2019,