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
  • [1] Scalable and efficient file sharing in information-centric networking
    Kim, Younghoon
    Yeom, Ikjun
    Bi, Jun
    Kim, Yusung
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2015, 57 : 21 - 32
  • [2] On the performance of bandwidth and storage sharing in information-centric networks
    Carofiglio, Giovanna
    Gallo, Massimo
    Muscariello, Luca
    COMPUTER NETWORKS, 2013, 57 (17) : 3743 - 3758
  • [3] DECENT: Deep Learning Enabled Green Computation for Edge Centric 6G Networks
    Kashyap, Pankaj Kumar
    Kumar, Sushil
    Jaiswal, Ankita
    Kaiwartya, Omprakash
    Kumar, Manoj
    Dohare, Upasana
    Gandomi, Amir H.
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2022, 19 (03): : 2163 - 2177
  • [4] Distributed caching in information-centric cellular networks with full duplex communication
    Liu, Ming
    Mao, Yuming
    Leng, Supeng
    IET COMMUNICATIONS, 2019, 13 (02) : 223 - 231
  • [5] Cognitive Popularity Based AI Service Sharing for Software-Defined Information-Centric Networks
    Liao, Siyi
    Wu, Jun
    Li, Jianhua
    Bashir, Ali Kashif
    Mumtaz, Shahid
    Jolfaei, Alireza
    Kvedaraite, Nida
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2020, 7 (04): : 2126 - 2136
  • [6] Scalable Forwarding for Information-Centric Networks
    Yang, Weizhen
    Trossen, Dirk
    Tapolcai, Janos
    2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2013, : 3639 - +
  • [7] A Survey of Information-Centric Wireless Networks
    Fang, Chao
    Xu, Fangmin
    Jin, Xiaoning
    2017 17TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES (ISCIT), 2017,
  • [8] An Efficient Delay Tolerant Networks Routing Protocol for Information-Centric Networking
    Kang, Min Wook
    Seo, Dong Yeong
    Chung, Yun Won
    ELECTRONICS, 2020, 9 (05)
  • [9] Classifications and Analysis of Caching Strategies in Information-Centric Networking for Modern Communication Systems
    Qaiser, Firdous
    Said Al Harthy, Khoula
    Hussain, Mudassar
    Frnda, Jaroslav
    Amin, Rashid
    Gantassi, Rahma
    Zakaria, Muhammad D.
    ENGINEERING REPORTS, 2025, 7 (02)
  • [10] An IoT-gateway with the information-centric communication
    Inoue, Kazunari
    Kobori, Nozomi
    Hirota, Atsushi
    Koide, Tetsushi
    Okamoto, Takumi
    2019 2ND INTERNATIONAL SYMPOSIUM ON DEVICES, CIRCUITS AND SYSTEMS (ISDCS 2019), 2019,