A novel centralized coded caching scheme for edge caching basestation

被引:5
|
作者
Cheng, Minquan [1 ]
Liu, Longsong [1 ]
Wang, Jinyu [1 ]
Deng, Qingyong [1 ,2 ]
机构
[1] Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China
[2] Xiangtan Univ, Key Lab Hunan Prov Internet Things & Informat Secu, Xiangtan 411105, Peoples R China
关键词
Coded caching; Placement delivery array; Fixed subpacketization; Transmission load; DELIVERY ARRAY DESIGN; FUNDAMENTAL LIMITS; PLACEMENT;
D O I
10.1016/j.sysarc.2022.102556
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
With the development of microprocessor technology, the base stations (BSs) are equipped with more and more powerful storage and computing ability and then can be used as edge servers in the edge computing network. As a result, there is an extreme pressure on transmission load in the edge computing network during the peak traffic time. Coded caching is regarded as an efficient technology to reduce the transmission load. In this paper, we focus on designing the coded caching scheme for any fixed subpacketization and dynamic number of users by constructing an appropriate matrix called placement delivery array (PDA) based on Maddah-Ali and Niesen (MN) scheme. In order to accommodate the dynamic number of users, we remove some columns from the right side of the well known conjugate MN PDA to obtain a new flexible PDA with dynamic column number. It is worth noting that when the number of columns deleted is in a certain range, the transmission load of the scheme realized by our obtained PDA is order optimal. In addition, when the number of columns deleted satisfies a certain condition, by means of combinatorial method we can obtain an improved PDA which leads to a smaller transmission load.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Optimization of Heterogeneous Coded Caching
    Daniel, Alexander Michael
    Yu, Wei
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2020, 66 (03) : 1893 - 1919
  • [32] On the Privacy Leakage of Coded Caching
    Wang, Yu
    Abouzeid, Alhussein A.
    ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2020,
  • [33] Alpha Fair Coded Caching
    Destounis, Apostolos
    Kobayashi, Mari
    Paschos, Georgios
    Ghorbel, Asma
    2017 15TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC, AND WIRELESS NETWORKS (WIOPT), 2017,
  • [34] Benefits of Edge Caching with Coded Placement for Asymmetric Networks and Shared Caches
    Ibrahim A.M.
    Zewail A.A.
    Yener A.
    IEEE Journal on Selected Areas in Information Theory, 2021, 2 (04): : 1240 - 1252
  • [35] Device-to-Device Secure Coded Caching
    Zewail, Ahmed A.
    Yener, Aylin
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2020, 15 : 1513 - 1524
  • [36] On the Optimum Achievable Rates of a Coded Caching Scheme with Small Cache Memory
    Nagaya, Akihito
    Koga, Hiroki
    2022 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS, ISITA, 2022, : 44 - 48
  • [37] Coded Caching With Shared Caches and Private Caches
    Peter, Elizabath
    Namboodiri, K. K. Krishnan
    Rajan, B. Sundar
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 72 (08) : 4857 - 4872
  • [38] Coded-Caching Using Adaptive Transmission
    Makki, Behrooz
    Alouini, Mohamed-Slim
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 10 (10) : 2160 - 2164
  • [39] Coded Caching for Heterogeneous Systems: An Optimization Perspective
    Ibrahim, Abdelrahman M.
    Zewail, Ahmed A.
    Yener, Aylin
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (08) : 5321 - 5335
  • [40] A Privacy Attack on Coded Caching by Colluding Users
    Wang, Yu
    Abouzeid, Alhussein A.
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (11) : 3488 - 3492