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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  
Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
作者:  Liu, Qingxiang;  Sun, Sheng;  Liu, Min;  Wang, Yuwei;  Gao, Bo
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Predictive models  Forecasting  Servers  Correlation  Data models  Federated learning  Adaptation models  online learning  spatio-temporal correlation  traffic flow forecasting  
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  
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)  
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 34
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Zhang, Junbo;  Li, Zeju;  Liu, Qingxiang
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Federated learning  knowledge distillation  proxy-data-free  model heterogeneity  
RTIFed: A Reputation based Triple-step Incentive mechanism for energy-aware Federated learning over battery-constricted devices 期刊论文
COMPUTER NETWORKS, 2024, 卷号: 241, 页码: 14
作者:  Wen, Tian;  Zhang, Hanqing;  Zhang, Han;  Wu, Huixin;  Wang, Danxin;  Liu, Xiuwen;  Zhang, Weishan;  Wang, Yuwei;  Cao, Shaohua
收藏  |  浏览/下载：18/0  |  提交时间：2024/05/20
Federated learning  Incentive mechanism  Energy efficiency  Client activation  Stackelberg game  
MJOA-MU: End-to-edge collaborative computation for DNN inference based on model uploading 期刊论文
COMPUTER NETWORKS, 2023, 卷号: 231, 页码: 17
作者:  Yang, Huan;  Sun, Sheng;  Liu, Min;  Zhang, Qiuping;  Wang, Yuwei
收藏  |  浏览/下载：16/0  |  提交时间：2023/12/04
DNN inference  Model uploading  DNN partitioning  Resource allocation  
Spectrum Sharing Among Rapidly Deployable Small Cells: A Hybrid Multi-Agent Approach 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 卷号: 19, 期号: 1, 页码: 395-409
作者:  Gao, Bo;  Lu, Lingyun;  Xiong, Ke;  Park, Jung-Min;  Yang, Yaling;  Wang, Yuwei
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Uplink  Resource management  Wireless communication  Optimization  Interference  Base stations  Internet of Things  Mobile communication systems  distributed networks  algorithm  protocol design and analysis  
面向网络功能虚拟化的高性能负载均衡机制 期刊论文
计算机研究与发展, 2018, 卷号: 55, 期号: 4, 页码: 689
作者:  王煜炜;  刘敏;  马诚;  李鹏飞
收藏  |  浏览/下载：13/0  |  提交时间：2023/12/04
负载均衡  网络功能虚拟化  软件定义网络  高效数据包处理  综合能力  
面向网络性能优化的虚拟计算资源调度机制研究 期刊论文
通信学报, 2016, 卷号: 37.0, 期号: 008, 页码: 105
作者:  王煜炜;  刘敏;  房秉毅;  秦晨翀;  闫小龙
收藏  |  浏览/下载：17/0  |  提交时间：2023/12/04
云计算  虚拟化  v  CPU调度  网络排队敏感型  虚拟计算资源分配