Decentralized Asynchronous Coded Caching Design and Performance Analysis in Fog Radio Access Networks

被引:25
|
作者
Jiang, Yanxiang [1 ,2 ,3 ]
Huang, Wenlong [1 ]
Bennis, Mehdi [4 ,5 ]
Zheng, Fu-Chun [1 ,6 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
[2] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
[3] Chinese Acad Sci, Shanghai Inst Microsyst & Informat Technol, Key Lab Wireless Sensor Network & Commun, 865 Changning Rd, Shanghai 200050, Peoples R China
[4] Univ Oulu, Ctr Wireless Commun, Oulu 90014, Finland
[5] Kyung Hee Univ, Dept Comp Engn, Seoul, South Korea
[6] Harbin Inst Technol, Sch Elect & Informat Engn, Shenzhen 518055, Peoples R China
基金
英国工程与自然科学研究理事会;
关键词
Fog radio access networks; asynchronous coded caching; coded-multicasting; fronthaul load; FUNDAMENTAL LIMITS; DELIVERY;
D O I
10.1109/TMC.2019.2896970
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we investigate the problem of asynchronous coded caching in fog radio access networks (F-RANs). To minimize the fronthaul load, the encoding set collapsing rule and encoding set partition method are proposed to establish the relationship between the coded-multicasting contents for asynchronous and synchronous coded caching. Furthermore, a decentralized asynchronous coded caching scheme is proposed, which provides asynchronous and synchronous transmission methods for different delay requirements. The closed-form expression of the fronthaul load is established for the special case where the number of requests during each time slot is fixed, and the upper and lower bounds of the fronthaul load are given for the general case where the number of requests during each time slot is random. The simulation results show that our proposed scheme can create considerable coded-multicasting opportunities in asynchronous request scenarios.
引用
收藏
页码:540 / 551
页数:12
相关论文
共 50 条
  • [1] Performance Analysis and Caching Design in Fog Radio Access Networks
    Peng, Aoao
    Jiang, Yanxiang
    Bennis, Mehdi
    Zheng, Fu-Chun
    You, Xiaohu
    2018 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2018,
  • [2] Decentralized Asynchronous Coded Caching in Fog-RAN
    Huang, Wenlong
    Jiang, Yanxiang
    Bennis, Mehdi
    Zheng, Fu-Chun
    Gacanin, Harts
    You, Xiaohu
    2018 IEEE 88TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2018,
  • [3] Secretive Coded Caching With Nonuniform Demands in Fog Radio Access Networks
    Tan, Qianli
    Jiang, Yanxiang
    Zhang, Lingling
    Cui, Ying
    Niyato, Dusit
    Zheng, Fu-Chun
    You, Xiaohu
    IEEE COMMUNICATIONS LETTERS, 2023, 27 (08) : 2252 - 2256
  • [4] Edge Cooperation Based Coded Caching in Fog Radio Access Networks
    Chen, Yingqi
    Jiang, Yanxiang
    Huang, Yige
    Zheng, Fu-Chun
    Niyato, Dusit
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 74 (01) : 1238 - 1251
  • [5] Access Points Cooperation Based Secretive Coded Caching in Fog Radio Access Networks
    Tan, Qianli
    Jiang, Yanxiang
    Huang, Yige
    Zheng, Fu-Chun
    Niyato, Dusit
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 74 (02) : 2826 - 2839
  • [6] Analysis and Optimization of Caching in Fog Radio Access Networks
    Wang, Rui
    Li, Ruyu
    Wang, Ping
    Liu, Erwu
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (08) : 8279 - 8283
  • [7] MDS Codes Based Group Coded Caching in Fog Radio Access Networks
    Tan, Qianli
    Jiang, Yanxiang
    Zheng, Fu -Chun
    Bennis, Mehdi
    You, Xiaohu
    IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), 2022, : 5700 - 5705
  • [8] Coded Caching via Federated Deep Reinforcement Learning in Fog Radio Access Networks
    Chen, Yingqi
    Jiang, Yanxiang
    Zheng, Fu-Chun
    Bennis, Mehdi
    You, Xiaohu
    2022 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2022, : 403 - 408
  • [9] Deep Reinforcement Learning Based Coded Caching Scheme in Fog Radio Access Networks
    Zhou, Yangcheng
    Peng, Mugen
    Yan, Shi
    Sun, Yaohua
    2018 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC WORKSHOPS), 2018, : 309 - 313
  • [10] Caching and Multicasting for Fog Radio Access Networks
    Bani-Bakr, Alaa
    Hindia, Mhd Nour
    Dimyati, Kaharudin
    Zawawi, Zati Bayani
    Izam, Tengku Faiz Tengku Mohmed Noor
    IEEE ACCESS, 2022, 10 : 1823 - 1838