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Efficient Coded Distributed Computing via Joint Cellular and D2D Communications
2022
会议录名称IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS
ISSN1550-3607
卷号2022-May
页码853-858
发表状态已发表
DOI10.1109/ICC45855.2022.9838697
摘要

This paper tackles the distributed computing problem in a joint cellular and device-to-device (D2D) network, where edge users can exchange information both through an access point (e.g., base station) and D2D communication links. The D2D network consists of multiple disjoint clusters, where multiple users can transmit signals simultaneously to their neighbouring users within the same cluster, due to disjoint connections between clusters. A nested coded distributed computation (CDC) scheme is proposed to reduce the communication load both in the uplink and downlink communication, by leveraging coding techniques and parallel transmission opportunities in the D2D network. It is shown that this scheme is optimal in the sense that it achieves the minimum communication load both in the uplink and downlink. The nested CDC scheme can also reduce the coding complexity, compared with the conventional wireless CDC scheme proposed by Li et al., whose computational complexity grows exponentially with the computation load. © 2022 IEEE.

会议录编者/会议主办者et al. ; Huawei ; LG ; Qualcomm ; Samsung ; Technology Innovation Institute (TII)
关键词Distributed computer systems Access points Between clusters Cellulars Communication load D2D D2D communications Disjoint clusters Distributed computations Multiple user Uplink communication
会议名称2022 IEEE International Conference on Communications, ICC 2022
出版地345 E 47TH ST, NEW YORK, NY 10017 USA
会议地点Seoul, Korea, Republic of
会议日期May 16, 2022 - May 20, 2022
URL查看原文
收录类别EI ; CPCI-S
语种英语
资助项目NSFC[61901267]
WOS研究方向Telecommunications
WOS类目Telecommunications
WOS记录号WOS:000864709900137
出版者Institute of Electrical and Electronics Engineers Inc.
EI入藏号20223712711108
EI主题词Complex networks
EI分类号722 Computer Systems and Equipment ; 722.4 Digital Computers and Systems
原始文献类型Conference article (CA)
来源库IEEE
文献类型会议论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/229874
专题信息科学与技术学院_硕士生
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_本科生
通讯作者Tu, Haoyu
作者单位
ShanghaiTech Univ, Sch Informat Sci & Technol, Shanghai, Peoples R China
第一作者单位信息科学与技术学院
通讯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
Tu, Haoyu,Zai, Qixuan,Li, Chenglin,et al. Efficient Coded Distributed Computing via Joint Cellular and D2D Communications[C]//et al., Huawei, LG, Qualcomm, Samsung, Technology Innovation Institute (TII). 345 E 47TH ST, NEW YORK, NY 10017 USA:Institute of Electrical and Electronics Engineers Inc.,2022:853-858.
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