An Efficient Communication and Computation Resources Sharing in Information-Centric 6G Networks

被引:1
|
作者
Imran, Muhammad [1 ]
Ali, Muhammad Nadeem [1 ]
Din, Muhammad Salah Ud [2 ]
Rehman, Muhammad Atif Ur [3 ]
Kim, Byung-Seo [1 ]
机构
[1] Hongik Univ, Dept Software & Commun Engn, Sejong 30016, South Korea
[2] Hongik Univ, Dept Elect & Comp Engn, Sejong 30016, South Korea
[3] Manchester Metropolitan Univ, Dept Comp & Math, Manchester M15 6BH, England
来源
IEEE INTERNET OF THINGS JOURNAL | 2024年 / 11卷 / 16期
基金
新加坡国家研究基金会;
关键词
Resource management; Ultra reliable low latency communication; Microservice architectures; Computer architecture; Bandwidth; TCPIP; 6G mobile communication; 6G; information-centric networking; named data networking (NDN); networks slices; resource allocation; ALLOCATION; ENERGY; IOT;
D O I
10.1109/JIOT.2024.3397674
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To efficiently allocate communication and computation resources among enhanced mobile broadband (eMBB) and ultrareliable low-latency communication (uRLLC) applications, this article proposes a joint communication and computation resource allocation scheme in sixth generation (6G) information-centric networks (ICNs) named: CCR-ICN. To achieve efficient communication and computation resources sharing, the CCR-ICN scheme designs a microservice-centric interest naming structure to enable named-based communication. Furthermore, the CCR-ICN scheme designs a robust forwarding strategy specifically tailored to efficiently allocate communication resources, such as bandwidth among eMBB and uRLLC application requests. In addition, for the allocation of computation resources, the proposed scheme designs a priority-driven computation resources allocation mechanism ensuring effective allocation of multiaccess edge computing computation resources. To evaluate the proposed scheme, we performed extensive simulations in a widely used NS-3-based ndnSIM simulator and the results reveal the CCR-ICN achieves 66.82% higher communication resource allocation, and a 17.51% lower communication overhead compared to the TS-6G scheme. Moreover, the CCR-ICN performs computation request satisfaction at 42.03% and 12.72% higher than the TS-6G and extended weighted fair queueing with latency constraint (EWFQ/LC) schemes, respectively. Furthermore, the CCR-ICN achieves computation resource utilization of 35.54% and 21.63% lower than the EWFQ/LC and TS-6G schemes, respectively.
引用
收藏
页码:27275 / 27294
页数:20
相关论文
共 50 条
  • [41] A Survey of Naming and Routing in Information-Centric Networks
    Bari, Md. Faizul
    Chowdhury, Shihabur Rahman
    Ahmed, Reaz
    Boutaba, Raouf
    Mathieu, Bertrand
    IEEE COMMUNICATIONS MAGAZINE, 2012, 50 (12) : 44 - 53
  • [42] An Analysis of Caching in Information-Centric Vehicular Networks
    Modesto, Felipe M.
    Boukerche, Azzedine
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [43] Distributed Cache Management in Information-Centric Networks
    Sourlas, Vasilis
    Gkatzikis, Lazaros
    Flegkas, Paris
    Tassiulas, Leandros
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2013, 10 (03): : 286 - 299
  • [44] Fair throughput allocation in Information-Centric Networks
    Bonald, Thomas
    Mekinda, Leonce
    Muscariello, Luca
    COMPUTER NETWORKS, 2017, 125 : 122 - 131
  • [45] Are Information-Centric Networks Video-Ready?
    Tsilopoulos, Christos
    Xylomenos, George
    Polyzos, George C.
    2013 20TH INTERNATIONAL PACKET VIDEO WORKSHOP (PV), 2013,
  • [46] Exploring Content Popularity in Information-Centric Networks
    Andriana Ioannou
    Stefan Weber
    中国通信, 2015, 12 (07) : 13 - 22
  • [47] A Security Certification Scheme for Information-Centric Networks
    Anisetti, Marco
    Ardagna, Claudio A.
    Berto, Filippo
    Damiani, Ernesto
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2022, 19 (03): : 2397 - 2408
  • [48] Information-Centric Networks: Categorizations, Challenges, and Classifications
    Akbar, Muhammad Sajjad
    Khaliq, Kishwer Abdul
    Bin Rais, Rao Naveed
    Qayyum, Amir
    2014 23RD WIRELESS AND OPTICAL COMMUNICATION CONFERENCE (WOCC), 2014,
  • [49] Application of Index Coding in Information-Centric Networks
    Kiskani, Mohsen Karimzadeh
    Sadjadpour, Hamid
    2015 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2015, : 977 - 983
  • [50] Autonomic Cache Management in Information-Centric Networks
    Sourlas, Vasilis
    Flegkas, Paris
    Gkatzikis, Lazaros
    Tassiulas, Leandros
    2012 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (NOMS), 2012, : 121 - 129