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How to Tame Mobility in Federated Learning Over Mobile Networks? 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 12, 页码: 9640-9657
作者:  Peng, Yan;  Tang, Xiaogang;  Zhou, Yiqing;  Hou, Yuenan;  Li, Jintao;  Qi, Yanli;  Liu, Ling;  Lin, Hai
收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20
Federated learning  user mobility  resource allocation  convergence analysis  
Toward Network-Aware Query Execution Systems in Large Datacenters 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2023, 卷号: 20, 期号: 4, 页码: 4494-4504
作者:  Cheng, Long;  Wang, Ying;  Jhaveri, Rutvij H.;  Wang, Qingle;  Mao, Ying
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Query data operator  coflow scheduling  network communication  performance optimizations  datacenters  
4D facial analysis: A survey of datasets, algorithms and applications 期刊论文
COMPUTERS & GRAPHICS-UK, 2023, 卷号: 115, 页码: 423-445
作者:  Liu, Yong-Jin;  Wang, Baodong;  Gao, Lin;  Zhao, Junli;  Yi, Ran;  Yu, Minjing;  Pan, Zhenkuan;  Gu, Xianfeng
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
4D facial datasets  4D face analysis  Dynamic facial expressions  
ESA: An efficient sequence alignment algorithm for biological database search on Sunway TaihuLight 期刊论文
PARALLEL COMPUTING, 2023, 卷号: 117, 页码: 11
作者:  Zhang, Hao;  Huang, Zhiyi;  Chen, Yawen;  Liang, Jianguo;  Gao, Xiran
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Hybrid sequence alignment  Biological database search  Sunway TaihuLight  SW26010  Heterogeneous architecture  
Hierarchical Decentralized Federated Learning Framework with Adaptive Clustering: Bloom-Filter-Based Companions Choice for Learning Non-IID Data in IoV 期刊论文
ELECTRONICS, 2023, 卷号: 12, 期号: 18, 页码: 18
作者:  Liu, Siyuan;  Liu, Zhiqiang;  Xu, Zhiwei;  Liu, Wenjing;  Tian, Jie
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Internet of Vehicles  hierarchical decentralized federated learning  in-network compact representation  vehicle clustering  
TRCA-Net: using TRCA filters to boost the SSVEP classification with convolutional neural network 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2023, 卷号: 20, 期号: 4, 页码: 12
作者:  Deng, Yang;  Sun, Qingyu;  Wang, Ce;  Wang, Yijun;  Zhou, S. Kevin
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
brain-computer interface (BCI)  steady-state visual evoked potential (SSVEP)  task-related component analysis (TRCA)  convolutional neural network (CNN)  
MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12
作者:  Chen, Yiqiang;  Lu, Wang;  Qin, Xin;  Wang, Jindong;  Xie, Xing
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Federated learning (FL)  healthcare  knowledge distillation (KD)  personalization  transfer learning  
Visual (EC)-C-2: AI-Driven Visual End-Edge-Cloud Architecture for 6G in Low-Carbon Smart Cities 期刊论文
IEEE WIRELESS COMMUNICATIONS, 2023, 卷号: 30, 期号: 3, 页码: 204-210
作者:  Yang, Zheming;  Hu, Dieli;  Guo, Qi;  Zuo, Lulu;  Ji, Wen
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
6G mobile communication  Wireless communication  Visualization  Energy consumption  Smart cities  Computer architecture  Carbon dioxide  
Reliability Enhancement for Multimedia Delivery in Caching-Assisted MmWave HetNets 期刊论文
JOURNAL OF COMMUNICATIONS AND NETWORKS, 2023, 卷号: 25, 期号: 3, 页码: 322-332
作者:  Yin, Fangfang;  Wang, An;  Zhang, Yu;  Liu, Danpu;  Jin, Libiao
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Coded caching  matching  mmWave  multi-beam concurrent transmissions  
Optimizing Training Efficiency and Cost of Hierarchical Federated Learning in Heterogeneous Mobile-Edge Cloud Computing 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1518-1531
作者:  Cui, Yangguang;  Cao, Kun;  Zhou, Junlong;  Wei, Tongquan
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Training  Servers  Cloud computing  Delays  Costs  Computational modeling  Prototypes  Device frequency determination  federated learning (FL)  high efficiency  low cost  mobile-edge cloud computing (MECC)  user selection