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FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Xu, Ke;  Wang, Wen;  Jiang, Xuefeng;  Gao, Bo;  Lu, Jinda
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Computer architecture  Training  Servers  Computational modeling  Data models  Adaptation models  Performance evaluation  Distributed architecture  edge computing  personalized federated learning  knowledge distillation  communication efficiency  
DMSTG: Dynamic Multiview Spatio-Temporal Networks for Traffic Forecasting 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 6, 页码: 6865-6880
作者:  Diao, Zulong;  Wang, Xin;  Zhang, Dafang;  Xie, Gaogang;  Chen, Jianguo;  Pei, Changhua;  Meng, Xuying;  Xie, Kun;  Zhang, Guangxing
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Forecasting  Convolutional neural networks  Predictive models  Roads  Real-time systems  Feature extraction  Tensors  Traffic forecasting  dynamic spatial-temporal graph networks  traffic sensor networks  smart city services  
Accurate Throughput Prediction for Improving QoE in Mobile Adaptive Streaming 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5799-5817
作者:  Lv, Gerui;  Wu, Qinghua;  Tan, Qingyue;  Wang, Weiran;  Li, Zhenyu;  Xie, Gaogang
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Adaptive streaming  mobile internet  QoE improvement  throughput prediction  
Adaptive Bitrate Video Caching in UAV-Assisted MEC Networks Based on Distributionally Robust Optimization 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5245-5259
作者:  Chen, Yali;  Liu, Min;  Ai, Bo;  Wang, Yuwei;  Sun, Sheng
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Streaming media  Autonomous aerial vehicles  Optimization  Bit rate  Servers  Robustness  Uncertainty  Adaptive bitrate video caching  mobile edge computing (MEC)  optimization under uncertainty  unmanned aerial vehicle (UAV)  
QoE-Driven Antenna Tuning in Cellular Networks With Cooperative Multi-Agent Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1186-1199
作者:  Liu, Xuewen;  Chuai, Gang;  Wang, Xin;  Xu, Zhiwei;  Gao, Weidong;  Zhang, Kaisa;  Liu, Qian;  Maimaiti, Saidiwaerdi;  Zuo, Peiliang
收藏  |  浏览/下载：12/0  |  提交时间：2024/05/20
Antenna tuning  multi-goal MARL  QoE/QoS mapping  self-optimization  
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：9/0  |  提交时间：2024/05/20
Mobile live streaming  user behavior  edge-side optimization  QoE improvement  
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：17/0  |  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  
Post-Streaming Wastage Analysis - A Data Wastage Aware Framework in Mobile Video Streaming 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: 22, 期号: 1, 页码: 389-401
作者:  Zhang, Guanghui;  Liu, Ke;  Hu, Haibo;  Aggarwal, Vaneet;  Lee, Jack Y. B.
收藏  |  浏览/下载：21/0  |  提交时间：2023/07/12
Video streaming  mobile network  data wastage  quality-of-experience  
Characterising Usage Patterns and Privacy Risks of a Home Security Camera Service 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 卷号: 21, 期号: 7, 页码: 2344-2357
作者:  Li, Jinyang;  Li, Zhenyu;  Tyson, Gareth;  Xie, Gaogang
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Cameras  Privacy  Streaming media  Servers  Motion detection  Mobile computing  Feeds  Home security camera  IoT  privacy  usage pattern  
Astute Video Transmission for Geographically Dispersed Devices in Visual IoT Systems 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 卷号: 21, 期号: 2, 页码: 448-464
作者:  Ji, Wen;  Duan, Lingyu;  Huang, Xi;  Chai, Yueting
收藏  |  浏览/下载：26/0  |  提交时间：2022/12/07
Task analysis  Streaming media  Performance evaluation  Delays  Visualization  DH-HEMTs  Fractals  Video transmission  device hypergraph  submodular function  dispersed devices  optimization