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ShanghaiTech University Knowledge Management System
Efficient Coded Distributed Computing via Joint Cellular and D2D Communications | |
2022 | |
会议录名称 | IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS |
ISSN | 1550-3607 |
卷号 | 2022-May |
页码 | 853-858 |
发表状态 | 已发表 |
DOI | 10.1109/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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