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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：11/0  |  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  
Resource Allocation and Computation Offloading in a Millimeter-Wave Train-Ground Network 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 10, 页码: 10615-10630
作者:  Li, Linqian;  Niu, Yong;  Mao, Shiwen;  Ai, Bo;  Zhong, Zhangdui;  Wang, Ning;  Chen, Yali
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
Resource management  Task analysis  Rail transportation  Energy consumption  Communication systems  Broadband communication  Millimeter wave communication  Full-duplex (FD) communications  millimeter-wave (mmWave) communications  mobile edge computing (MEC)  resource allocation  train-ground communications  
A Low-Cost FPGA Implementation of Spiking Extreme Learning Machine With On-Chip Reward-Modulated STDP Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 卷号: 69, 期号: 3, 页码: 1657-1661
作者:  He, Zhen;  Shi, Cong;  Wang, Tengxiao;  Wang, Ying;  Tian, Min;  Zhou, Xichuan;  Li, Ping;  Liu, Liyuan;  Wu, Nanjian;  Luo, Gang
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Neurons  Hardware  System-on-chip  Costs  Training  Field programmable gate arrays  Computational modeling  Neuromorphic computing  spiking neural network  extreme learning machine  spike-timing-dependent plasticity  reward-modulated  on-chip learning  
Data-Driven Optimization for Cooperative Edge Service Provisioning With Demand Uncertainty 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 6, 页码: 4317-4328
作者:  Li, Liang;  Shi, Dian;  Hou, Ronghui;  Li, Xuanheng;  Wang, Jie;  Li, Hui;  Pan, Miao
收藏  |  浏览/下载：40/0  |  提交时间：2021/12/01
Uncertainty  Optimization  Edge computing  Servers  Robustness  Processor scheduling  Internet of Things  Data-driven optimization  demand uncertainty  edge computing  resource provisioning  
A scheme for intelligent blockchain-based manufacturing industry supply chain management 期刊论文
COMPUTING, 2021, 页码: 20
作者:  Xu, Zhijun;  Zhang, Jun;  Song, Zhaoxiong;  Liu, Yichen;  Li, Jun;  Zhou, Jihua
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Supply chain management  Blockchain  Smart contract  Cross-chain architecture  
A Blockchain-Based Access Control Framework for Cyber-Physical-Social System Big Data 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 77215-77226
作者:  Tan, Liang;  Shi, Na;  Yang, Caixia;  Yu, Keping
收藏  |  浏览/下载：378/0  |  提交时间：2020/12/10
Servers  Cloud computing  Big Data  Iron  Computer architecture  Authorization  CPSS  CPS  access control  blockchain  transaction  
MV-Net: Toward Real-Time Deep Learning on Mobile GPGPU Systems 期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2019, 卷号: 15, 期号: 4, 页码: 25
作者:  Tang, Yibin;  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
Edge computing  online scheduling  deep learning  energy efficiency  approximate computing  
Edge Computing for Autonomous Driving: Opportunities and Challenges 期刊论文
PROCEEDINGS OF THE IEEE, 2019, 卷号: 107, 期号: 8, 页码: 1697-1716
作者:  Liu, Shaoshan;  Liu, Liangkai;  Tang, Jie;  Yu, Bo;  Wang, Yifan;  Shi, Weisong
收藏  |  浏览/下载：48/0  |  提交时间：2020/12/10
Connected and autonomous vehicles (CAVs)  edge computing  heterogeneous computing  security  vehicle-to-everything (V2X)  vehicular operating system  
LAMANCO: A Lightweight Anonymous Mutual Authentication Scheme for N-Times Computing Offloading in IoT 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2019, 卷号: 6, 期号: 3, 页码: 4462-4471
作者:  Wang, Fei;  Xu, Yongjun;  Zhu, Liehuang;  Du, Xiaojiang;  Guizani, Mohsen
收藏  |  浏览/下载：251/0  |  提交时间：2019/08/16
Authentication  computing offloading (CO)  Internet of Things (IoT)  privacy preserving  
Scheduling-Efficient Framework for Neural Network on Heterogeneous Distributed Systems and Mobile Edge Computing Systems 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 171853-171863
作者:  Zhou, Xiang;  Zhang, Jilin;  Wan, Jian;  Zhou, Li;  Wei, Zhenguo;  Zhang, Juncong
收藏  |  浏览/下载：43/0  |  提交时间：2020/12/10
Heterogeneous distributed system  mobile edge computing system  adaptive scheduling  large-scale machine learning