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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 |
DOI | 10.1109/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 |
引用统计 | 正在获取...
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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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