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Enhanced Hybrid Hierarchical Federated Edge Learning Over Heterogeneous Networks 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 卷号: PP, 期号: 99, 页码: 1-15
作者:  Qimei Chen;  Zehua You;  Dingzhu Wen;  Zhaoyang Zhang
Adobe PDF(5185Kb)  |  收藏  |  浏览/下载：252/1  |  提交时间：2023/07/14
Computer architecture  Edge computing  Hierarchical systems  Information management  Learning systems  Markov processes  Network architecture  Network layers  Resource allocation  Cloud layers  Computational modelling  Device layers  Device resources  Device selection  Edge computing  Federated edge learning  Local model  Resource management  Semi-asynchronoi  Computer architecture  Edge computing  Hierarchical systems  Information management  Learning systems  Markov processes  Network architecture  Network layers  Resource allocation  Cloud layers  Computational modelling  Device layers  Device resources  Device selection  Edge computing  Federated edge learning  Local model  Resource management  Semi-asynchronoi  
Latency Minimization for Wireless Federated Learning with Heterogeneous Local Model Updates 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 11, 期号: 1, 页码: 444 - 461
作者:  Jingyang Zhu;  Yuanming Shi;  Min Fu;  Yong Zhou;  Youlong Wu
Adobe PDF(18041Kb)  |  收藏  |  浏览/下载：503/1  |  提交时间：2023/07/14
Trustworthy Federated Learning via Blockchain 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 1, 页码: 1-1
作者:  Yang, Zhanpeng;  Shi, Yuanming;  Zhou, Yong;  Wang, Zixin;  Yang, Kai
Adobe PDF(1581Kb)  |  收藏  |  浏览/下载：895/167  |  提交时间：2022/09/23
Enhancing Intellectual Property Protection in Deep Neural Network with Confidential Computing 会议论文
PROCEEDINGS - 2022 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE AND COMPUTING, AUTONOMOUS AND TRUSTED VEHICLES, SCALABLE COMPUTING AND COMMUNICATIONS, DIGITAL TWIN, PRIVACY COMPUTING, METAVERSE, SMARTWORLD/UIC/ATC/SCALCOM/DIGITALTWIN/PRICOMP/METAVERSE 2022, Haikou, China, December 15, 2022 - December 18, 2022
作者:  Wensheng Tian;  Ruiyan Xia;  Zhichao Yan;  Panpan Tang;  Yonggang Tu
Adobe PDF(284Kb)  |  收藏  |  浏览/下载：239/0  |  提交时间：2023/09/08
Iterative greedy user clustering algorithm for D2D-relay in vehicular communication systems 期刊论文
IET MICROWAVES ANTENNAS & PROPAGATION, 2019, 卷号: 13, 期号: 8, 页码: 1087-1095
作者:  Wang, Zhenyu;  Zhou, Ting;  Xu, Tianheng;  Hu, Honglin
Adobe PDF(2004Kb)  |  收藏  |  浏览/下载：527/1  |  提交时间：2019/07/10
cooperative communication  iterative methods  resource allocation  greedy algorithms  computational complexity  cellular radio  wireless channels  relay networks (telecommunication)  vehicular ad hoc networks  nonlinear programming  vehicular wireless channels  greedy user clustering algorithm  vehicular communication systems  wireless services  cellular networks  mobile users  traditional pairwise cooperation  cluster-wise cooperation  intelligent transportation  vehicular scenario  clustering scheme  system resources  nonlinear binary programming problem  device-to-device communications  spectral power efficiency  iterative greedy user clustering  suboptimal algorithm IGUC  D2D-relay clustering network  noncooperative uplink system  
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