Coded caching for relay networks: The impact of caching memories
2021-04-11
会议录名称2020 IEEE INFORMATION THEORY WORKSHOP, ITW 2020
发表状态已发表
DOI10.1109/ITW46852.2021.9457581
摘要

Relay is a traditional key technology to improve the communication reliability and enlarge the covering range of service. Recently, coded caching schemes that reduce traffic congestion through coding and injecting duplicate data among users have attracted wide interests. This paper studies a relay network where all nodes including the central server, relay nodes and users are equipped with cache memories. Each user demands a file from the server’s library, and is connected to the server through a specific relay node. We define the communication delay for this model and propose new coded caching schemes for the deterministic and random caching setups, respectively. The proposed schemes exploit the spared transmission time resource and can greatly reduce the transmission delay compared to the previously known caching schemes. Surprisingly, we show that even when relay nodes do not cooperate with each other, using a small amount of caching memories at each relay node is sufficient to achieve the same communication delay as if each relay had access to the full library. To our best knowledge, this is the first result showing that even the caching size is strictly smaller than the library’s size, increasing the caching size is wasteful in reducing the transmission latency. ©2021 IEEE

会议录编者/会议主办者Huawei ; Thales Alenia Space/ Leonardo Company
关键词Information theory Network coding Relay control systems Traffic congestion Caching scheme Central servers Communication delays Communication reliabilities Key technologies Relay network Transmission delays Transmission time
会议名称2020 IEEE Information Theory Workshop, ITW 2020
会议地点Virtual, Riva del Garda, Italy
会议日期April 11, 2021 - April 15, 2021
URL查看原文
收录类别EI ; CPCI ; CPCI-S
语种英语
出版者Institute of Electrical and Electronics Engineers Inc.
EI入藏号20213410816940
EI主题词Cache memory
EI分类号716.1 Information Theory and Signal Processing ; 722.1 Data Storage, Equipment and Techniques ; 731.1 Control Systems
原始文献类型Conference article (CA)
来源库IEEE
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文献类型会议论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/133509
专题信息科学与技术学院
信息科学与技术学院_PI研究组_吴幼龙组
信息科学与技术学院_硕士生
信息科学与技术学院_本科生
作者单位
School of Information Science and Technology, ShanghaiTech University, Shanghai, China
第一作者单位信息科学与技术学院
第一作者的第一单位信息科学与技术学院
推荐引用方式
GB/T 7714
Shu-Jie Cao,Jiahui Chen,Youlong Wu,et al. Coded caching for relay networks: The impact of caching memories[C]//Huawei, Thales Alenia Space/ Leonardo Company:Institute of Electrical and Electronics Engineers Inc.,2021.
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