Latency-Sensitive 5G RAN Slicing for Deterministic Aperiodic Traffic in Smart Manufacturing

被引:0
|
作者
Carmen Lucas-Estan, M. [1 ]
Garcia-Morales, Jan [2 ]
Gozalvez, Javier [1 ]
机构
[1] Univ Miguel Hernandez Elche, Elche, Spain
[2] Univ Rey Juan Carlos, Madrid, Spain
关键词
RAN slicing; network slicing; Industry; 4.0; 5G; resource provisioning; latency; aperiodic; deterministic traffic; NETWORK;
D O I
10.1109/FNWF58287.2023.10520625
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
5G and beyond networks will support the digitalization of smart manufacturing thanks to their capacity to simultaneously serve different types of traffic with distinct QoS requirements. This can be achieved using Network Slicing that creates different logical network partitions (or slices) over a common infrastructure, and each can be tailored to support a particular type of traffic. The configuration of the Radio Access Network (RAN) slices strongly impacts the capacity of 5G and beyond to support critical services with stringent QoS requirements, and in particular deterministic requirements. Existing RAN Slicing solutions only consider the transmission rate (or bandwidth) requirements of the different services to partition the radio resources. This study demonstrates that this approach is not suitable to guarantee the stringent latency requirements of deterministic aperiodic traffic that is characteristic of industrial critical applications. We then propose designing RAN slices using descriptors that consider both the services' transmission rate and latency requirements, and demonstrate that this approach can support critical services that generate deterministic aperiodic traffic.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] Dynamically Resource Allocation in Beyond 5G (B5G) Network RAN Slicing Using Deep Deterministic Policy Gradient
    Munir, Rizwan
    Wei, Yifei
    Ma, Chao
    Yang, Bizhu
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [22] Distributed multi-tenant RAN slicing in 5G networks
    Awada, Zeina
    Boulos, Karen
    El-Helou, Melhem
    Khawam, Kinda
    Lahoud, Samer
    WIRELESS NETWORKS, 2022, 28 (07) : 3185 - 3198
  • [23] Data-Driven RAN Slicing Mechanisms for 5G and Beyond
    Bakri, Sihem
    Frangoudis, Pantelis A.
    Ksentini, Adlen
    Bouaziz, Maha
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 18 (04): : 4654 - 4668
  • [24] Channel-Aware 5G RAN Slicing with Customizable Schedulers
    Chen, Yongzhou
    Yao, Ruihao
    Hassanieh, Haitham
    Mittal, Radhika
    PROCEEDINGS OF THE 20TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION, NSDI 2023, 2023, : 1767 - 1782
  • [25] Distributed multi-tenant RAN slicing in 5G networks
    Zeina Awada
    Karen Boulos
    Melhem El-Helou
    Kinda Khawam
    Samer Lahoud
    Wireless Networks, 2022, 28 : 3185 - 3198
  • [26] On Policy Based RAN Slicing for Emerging 5G TDD Networks
    Shrivastava, Rudraksh
    Samdanis, Konstantinos
    Bakry, Ahmed
    2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2018,
  • [27] Dynamic partitioning of radio resources based on 5G RAN Slicing
    Maule, Massimiliano
    Mekikis, Prodromos-Vasileios
    Ramantas, Kostas
    Vardakas, John
    Verikoukis, Christos
    2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [28] Dynamic slicing of RAN resources for heterogeneous coexisting 5G services
    Bakri, Sihem
    Frangoudis, Pantelis A.
    Ksentini, Adlen
    2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2019,
  • [29] A Crowding Game for Dynamic RAN Slicing Algorithm in 5G Networks
    Boulos, Karen
    Khawam, Kinda
    Yassin, Mohamad
    Costanzo, Salvatore
    2021 17TH INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS (WIMOB 2021), 2021, : 181 - 186
  • [30] Dynamic Preamble Subset Allocation for RAN Slicing in 5G Networks
    Vural, Serdar
    Wang, Ning
    Bucknell, Paul
    Foster, Gerard
    Tafazolli, Rahim
    Muller, Julien
    IEEE ACCESS, 2018, 6 : 13015 - 13032