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A Large-Scale Measurement and Optimization of Mobile Live Streaming Services 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: 22, 期号: 12, 页码: 7294-7309
作者:  Li, Zhenyu;  Li, Jinyang;  Wu, Qinghua;  Tyson, Gareth;  Xie, Gaogang
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Mobile live streaming  user behavior  edge-side optimization  QoE improvement  
DiamondNet: A Neural-Network-Based Heterogeneous Sensor Attentive Fusion for Human Activity Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 11
作者:  Zhu, Yida;  Luo, Haiyong;  Chen, Runze;  Zhao, Fang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Convolutional denoising autoencoders (CDAEs)  global-attention mechanism  graph convolutional networks  human activity recognition (HAR)  multisensor modality  self-attention mechanism  
Open Project of the Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology, Chinese Academy of Sciences 项目
资助机构: Open Project of the Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology, Chinese Academy of Sciences, 2023-
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收藏  |  浏览/下载：5/0  |  提交时间：2023/12/04
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  
QoE Assessment Model Based on Continuous Deep Learning for Video in Wireless Networks 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: 22, 期号: 6, 页码: 3619-3633
作者:  Liu, Xuewen;  Chuai, Gang;  Wang, Xin;  Xu, Zhiwei;  Gao, Weidong
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Quality of experience  Quality of service  Training  Data models  Wireless networks  Computational modeling  Mobile computing  Data-driven QoE assessment  continual deep learning  QoE  QoS mapping  wireless network  cascaded DNNs  
Network Pruning for Bit-Serial Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1597-1609
作者:  Zhao, Xiandong;  Wang, Ying;  Liu, Cheng;  Shi, Cong;  Tu, Kaijie;  Zhang, Lei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
AI accelerators  neural networks (NNs)  NN compression  
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  
Beijing Key Laboratory of Mobile Computing and Pervasive Device 项目
资助机构: Beijing Key Laboratory of Mobile Computing and Pervasive Device, 2023-
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收藏  |  浏览/下载：5/0  |  提交时间：2023/12/04
DUASVS: A Mobile Data Saving Strategy in Short-Form Video Streaming 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2023, 卷号: 16, 期号: 2, 页码: 1066-1078
作者:  Zhang, Guanghui;  Zhang, Jie;  Liu, Ke;  Guo, Jing;  Lee, Jack Y. B.;  Hu, Haibo;  Aggarwal, Vaneet
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Streaming media  Switches  Bit rate  Prefetching  Quality of experience  Bandwidth  Adaptation models  Short video streaming  mobile network  data usage  quality-of-experience  video reliability  
A novel tongue feature extraction method on mobile devices 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 80, 页码: 13
作者:  Qiu, Dehui;  Zhang, Xinyue;  Wan, Xiaohua;  Li, Jiacheng;  Xu, Ziheng;  Lin, Senlin;  Zhang, Fa;  Song, Xuekun;  Zhang, Rui;  Chen, Yulong;  Zheng, Yuling
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Tongue diagnosis  Deep learning  Mobile devices  Tongue segmentation  Tongue feature classification