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CASIA OpenIR

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Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
作者:  Yi-Ming Lin;   Yuan Gao;  Mao-Guo Gong;  Si-Jia Zhang;  Yuan-Qiao Zhang;  Zhi-Yuan Li
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载：3/0  |  提交时间：2024/04/23
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
A Survey on Collaborative DNN Inference for Edge Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 370-395
作者:  Wei-Qing Ren;  Yu-Ben Qu;  Chao Dong;  Yu-Qian Jing;  Hao Sun;  Qi-Hui Wu;  Song Guo
Adobe PDF(2969Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/23
Artificial intelligence (AI), edge intelligence (EI), distributed computing, deep neural network (DNN), collaborative inference  
Semi-asynchronous personalized federated learning for short-term photovoltaic power forecasting 期刊论文
DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 卷号: 9, 期号: 5, 页码: 1221-1229
作者:  Zhang, Weishan;  Chen, Xiao;  He, Ke;  Chen, Leiming;  Xu, Liang;  Wang, Xiao;  Yang, Su
收藏  |  浏览/下载：29/0  |  提交时间：2024/02/22
Photovoltaic power forecasting  Federated learning  Edge computing  CNN-LSTM  
Dependency-Aware Vehicular Task Scheduling Policy for Tracking Service VEC Networks 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 3, 页码: 2400-2414
作者:  Li, Chao;  Liu, Fagui;  Wang, Bin;  Chen, C. L. Philip;  Tang, Xuhao;  Jiang, Jun;  Liu, Jie
收藏  |  浏览/下载：82/0  |  提交时间：2023/11/17
Task analysis  Intelligent vehicles  Optimization  Processor scheduling  Vehicle dynamics  Heuristic algorithms  Costs  Deep reinforcement learning (DRL)  scheduling policy  tracking service  vehicular edge computing (VEC)  
Trustworthy Localization With EM-Based Federated Control Scheme for IIoTs 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 1, 页码: 1069-1079
作者:  Wang, Zhaoyang;  Wang, Song;  Zhao, Zhiyao;  Sun, Muyi
收藏  |  浏览/下载：134/0  |  提交时间：2023/03/20
Location awareness  Industrial Internet of Things  Collaboration  Security  Cloud computing  Encryption  Privacy  Collaborative Cloud-Edge-End  expectation maximization (EM)  federated control  industrial Internet of Things (IIoT)  trustworthy localization  
QSFM: Model Pruning Based on Quantified Similarity Between Feature Maps for AI on Edge 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 23, 页码: 24506-24515
作者:  Wang, Zidu;  Liu, Xuexin;  Huang, Long;  Chen, Yunqing;  Zhang, Yufei;  Lin, Zhikang;  Wang, Rui
收藏  |  浏览/下载：117/0  |  提交时间：2023/02/22
Tensors  Internet of Things  Convolution  Three-dimensional displays  Quantization (signal)  Hardware  Training  Edge computing  filter pruning  Internet of Things (IoT)  model compression  neural networks  
Bandwidth-efficient multi-task AI inference with dynamic task importance for the Internet of Things in edge computing 期刊论文
COMPUTER NETWORKS, 2022, 卷号: 216, 页码: 13
作者:  Zhang, Jianfeng;  Zhang, Wensheng;  Xu, Jingdong
收藏  |  浏览/下载：114/0  |  提交时间：2023/01/09
Internet of Things  Edge computing  Edge intelligence  Multi-task learning  
Edge computing for vehicle battery management: Cloud-based online state estimation 期刊论文
JOURNAL OF ENERGY STORAGE, 2022, 卷号: 55, 页码: 9
作者:  Li, Shuangqi;  He, Hongwen;  Wei, Zhongbao;  Zhao, Pengfei
收藏  |  浏览/下载：140/0  |  提交时间：2022/11/14
Electric vehicle  Battery management system  Edge computing  Deep learning  Battery energy storage  State estimation  
An IoT Edge Computing System Architecture and its Application 会议论文
, Nanjing, China, Oct. 30 – Nov.2, 2020.
作者:  Shichao Chen;  Qijie Li;  Hua Zhang;  fenghua.zhu@ia.ac.cn;  Gang Xiong;  Ying Tang
Adobe PDF(4370Kb)  |  收藏  |  浏览/下载：192/67  |  提交时间：2022/04/08
IoT  Edge computing  Energy monitoring and optimization Introduction  
Design and Implement of Microservice System for Edge Computing 会议论文
, Shanghai, China, 3-5 December 2020
作者:  Peng Sha;  Shichao Chen;  Liling Zheng;  Xudong Liu;  Haotian Tang;  YeqianLi
Adobe PDF(733Kb)  |  收藏  |  浏览/下载：326/171  |  提交时间：2022/04/08
Edge computing  Microservice  Flask  PostgreSQL  Distributed deployment