Network Digital Twins of MEC Servers in 6G Systems: Models, Functions and Interfaces

被引:0
|
作者
Campolo, Claudia [1 ,2 ]
Iera, Antonio [2 ,3 ]
Molinaro, Antonella [1 ,2 ]
Rachiele, Luigi [2 ]
机构
[1] Univ Mediterranea Reggio Calabria, Reggio Di Calabria, Italy
[2] Consorzio Nazl Interuniv Telecomunicaz CNIT, Parma, Italy
[3] Univ Calabria, Calabria, Italy
关键词
Network Digital Twin; MEC server; 6G;
D O I
10.1109/MeditCom61057.2024.10621300
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The operation and management of upcoming sixth generation (6G) networks will be heavily challenged by a variety of increasingly complex and sophisticated services and of their stricter and unprecedented requirements. The Digital Twin (DT) concept, especially consolidated in the industrial domains, is gaining momentum as a key enabler of 6G. By interacting in real time with the paired physical network components (e.g., end-devices, routers, base stations, edge servers), Network DTs (NDTs) can monitor, predict and optimize their performance, without affecting their actual behaviour. In particular, in recent years, NDTs have been devised to be coupled with MEC servers to track their state and assist, among others, in resource allocation, task offloading and service migration optimization policies. Notwithstanding, to the best of our knowledge, it is unclear how the DT of a MEC server should be built, in terms of data models, functions and interfaces, and where it should be placed. In order to fill this gap, in this work we design a reference architecture for MEC NDTs along with the relevant components needed to support the main MEC operations and identify possible guidelines for the placement of such NDTs.
引用
收藏
页码:91 / 96
页数:6
相关论文
共 50 条
  • [31] Empowering 6G Communication Systems With Digital Twin Technology: A Comprehensive Survey
    Kuruvatti, Nandish P.
    Habibi, Mohammad Asif
    Partani, Sanket
    Han, Bin
    Fellan, Amina
    Schotten, Hans D.
    IEEE ACCESS, 2022, 10 : 112158 - 112186
  • [32] Evolutionary dynamics of MEC's organization in a 6G scenario through EGT and temporal multiplex social network
    Attanasio, Barbara
    La Corte, Aurelio
    Scata, Marialisa
    ICT EXPRESS, 2021, 7 (02): : 138 - 142
  • [33] Distributed MIMO Systems for 6G
    Haliloglu, Omer
    Yu, Han
    Madapatha, Charitha
    Guo, Hao
    Kadan, Fehmi Emre
    Wolfgang, Andreas
    Puerta, Rafael
    Frenger, Pal
    Svensson, Tommy
    2023 JOINT EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS & 6G SUMMIT, EUCNC/6G SUMMIT, 2023, : 156 - 161
  • [34] Research on OTFS Systems for 6G
    Li, Bei
    Xiao, Tian
    Zhou, Kai
    Xu, Lexi
    Liu, Guanghai
    Wang, Bo
    Gao, Jie
    Guan, Jian
    Di, Zixiang
    2022 IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS, TRUSTCOM, 2022, : 1498 - 1503
  • [35] 6G-LEGO: A Framework for 6G Network Slices
    Kuklinski, Slawomir
    Tomaszewski, Lechoslaw
    Kolakowski, Robert
    Chemouil, Prosper
    JOURNAL OF COMMUNICATIONS AND NETWORKS, 2021, 23 (06) : 442 - 453
  • [36] Understanding MEC empowered vehicle task offloading performance in 6G networks
    Jiang, Lili
    Chang, Xiaolin
    Misic, Jelena
    Misic, Vojislav B.
    Bai, Jing
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2022, 15 (02) : 1090 - 1104
  • [37] Digital Twin Driven Blockchain Based Reliable and Efficient 6G Edge Network
    Ozdogan, Mehmet Ozgen
    Carkacioglu, Levent
    Canberk, Berk
    18TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2022), 2022, : 342 - 348
  • [38] Understanding MEC empowered vehicle task offloading performance in 6G networks
    Lili Jiang
    Xiaolin Chang
    Jelena Mišić
    Vojislav B. Mišić
    Jing Bai
    Peer-to-Peer Networking and Applications, 2022, 15 : 1090 - 1104
  • [39] Cognitive Load Balancing Approach for 6G MEC Serving IoT Mashups
    Attanasio, Barbara
    Mazayev, Andriy
    du Plessis, Shani
    Correia, Noelia
    MATHEMATICS, 2022, 10 (01)
  • [40] CAVIAR: Co-Simulation of 6G Communications, 3-D Scenarios, and AI for Digital Twins
    Borges, Joao
    Bastos, Felipe
    Correa, Ilan
    Batista, Pedro
    Klautau, Aldebaro
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (19): : 31287 - 31300