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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  
An Online Robust Resource Allocation Algorithm for Mobile Edge Computing 期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 卷号: 13, 期号: 7, 页码: 2013-2017
作者:  Li, Boyu;  Hao, Qinfen;  Wu, Bin;  Xu, Guangquan
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Task analysis  Servers  Wireless communication  Resource management  Fault tolerant systems  Fault tolerance  Wireless sensor networks  Mobile edge computing  wireless networks  resource allocation  fault-tolerance  
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 6, 页码: 952-966
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Jiang, Xuefeng;  Gao, Bo
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Computational modeling  Data models  Training  Servers  Multitasking  Adaptation models  Optimization  Distributed optimization  federated learning  knowledge distillation  multi-access edge computing  multi-task learning  
HSA-EDI: An Efficient One-Round Integrity Verification for Mobile Edge Caching Using Hierarchical Signature Aggregation 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2024, 卷号: 21, 期号: 3, 页码: 3358-3371
作者:  Li, Jian;  Zhao, Qinglin;  Teng, Shaohua;  Wu, Naiqi;  Li, Guanghui;  Sun, Yi
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
Servers  Data integrity  Image edge detection  Computational efficiency  Heuristic algorithms  Maintenance engineering  Quality of service  Edge data integrity  mobile edge computing  peredge one-round  signature aggregation  
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)  
Dynamic Task Offloading in Distributed VEC Networks: An Exploration and Exploitation Assisted Contract-Theoretic Approach 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 4, 页码: 5717-5729
作者:  Shen, Rujing;  Gao, Mingjin;  Li, Wei;  Li, Yonghui
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Distributed vehicular edge computing  contract based task offloading  energy harvesting  exploration and exploitation  
Secure Computation Efficiency Resource Allocation for Massive MIMO-Enabled Mobile Edge Computing Networks 期刊论文
CHINA COMMUNICATIONS, 2024, 页码: 13
作者:  Sun, Gangcan;  Sun, Jiwei;  Hao, Wanming;  Zhu, Zhengyu;  Ji, Xiang;  Zhou, Yiqing
收藏  |  浏览/下载:10/0  |  提交时间:2024/05/20
eavesdropping  massive multiple input multiple output  mobile edge computing  partial of- floading  secure computation efficiency  
Deep Reinforcement Learning for RIS-Aided Secure Mobile Edge Computing in Industrial Internet of Things 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 卷号: 20, 期号: 2, 页码: 2455-2464
作者:  Xu, Jianpeng;  Xu, Aoshuo;  Chen, Liangyu;  Chen, Yali;  Liang, Xiaolin;  Ai, Bo
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
Industrial Internet of Things  Resource management  Task analysis  Wireless communication  Power control  Energy consumption  Mathematical models  Deep reinforcement learning (DRL)  industrial Internet of things (IIoT)  mobile edge computing (MEC)  reconfigurable intelligent surface (RIS)  secure offloading  
Collaboration of Heterogeneous Edge Computing Paradigms: How to Fill the Gap Between Theory and Practice 期刊论文
IEEE WIRELESS COMMUNICATIONS, 2024, 卷号: 31, 期号: 1, 页码: 110-117
作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Qi, Yanli;  Pan, Zhengang;  Zhang, Haoyue
收藏  |  浏览/下载:10/0  |  提交时间:2024/05/20
Cloud computing  Delays  Collaboration  Edge computing  Uplink  Energy consumption  Task analysis  
E3-UAV: An Edge-Based Energy-Efficient Object Detection System for Unmanned Aerial Vehicles 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 3, 页码: 4398-4413
作者:  Suo, Jiashun;  Zhang, Xingzhou;  Shi, Weisong;  Zhou, Wei
收藏  |  浏览/下载:11/0  |  提交时间:2024/05/20
Object detection  Energy consumption  Task analysis  Image edge detection  Autonomous aerial vehicles  Detectors  Detection algorithms  Edge computing  edge intelligence  energy efficiency  object detection system  unmanned aerial vehicle (UAV)