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DeFT: Relaxing data dependencies for efficient communication scheduling in distributed training 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2026, 卷号: 175, 页码: 15
作者:  Meng, Lin;  Sun, Yuzhong;  Zhu, Jie
收藏  |  浏览/下载:6/0  |  提交时间:2025/12/03
Distributed deep learning  Communication scheduling  Data parallelism  
High Quality Compression and Transmission of Remote Sensing Images Based on Semantic Communication 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2025, 卷号: 10, 期号: 5, 页码: 843-857
作者:  Jiang, Yan;  Xie, Kun;  Ouyang, Yudian;  Wen, Jigang;  Zhang, Guangxing;  Liang, Wei;  Feng, Quan
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Data transmission  image compression  remote sensing  remote sensing  semantic communication  semantic communication  scene classification  scene classification  scene classification  
Energy-Efficient Over-the-Air Computation in UAV-Assisted IIoT Networks 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 9, 页码: 8549-8563
作者:  Chen, Yali;  Sun, Sheng;  Liu, Min;  Ai, Bo;  Wang, Yuwei;  Liu, Yunhao
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Sensors  Autonomous aerial vehicles  Industrial Internet of Things  Energy consumption  Optimization  Data aggregation  Wireless sensor networks  Intelligent sensors  Energy efficiency  Wireless communication  Industrial Internet of Things (IIoT)  over-the-air computation (AirComp)  uncrewed aerial vehicle (UAV)  
A Data-Centric Software-Hardware Co-Designed Architecture for Large-Scale Graph Processing 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 4, 页码: 1109-1122
作者:  Li, Zerun;  Chen, Xiaoming;  Yang, Yuxin;  Min, Feng;  Zhang, Xiaoyu;  Han, Yinhe
收藏  |  浏览/下载:39/0  |  提交时间:2025/06/25
Bandwidth  Memory management  Computational modeling  System-on-chip  Software  Hardware  Computer architecture  Three-dimensional displays  Performance evaluation  Data communication  Large-scale graph processing  near memory computing  memory system  accelerator  
DomainVerse: A Benchmark Towards Real-World Distribution Shifts for Training-Free Adaptive Domain Generalization 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 6648-6660
作者:  Hou, Feng;  Yuan, Jin;  Yang, Ying;  Zhang, Yao;  Liu, Yang;  Zhang, Yang;  Zhong, Cheng;  Shi, Zhongchao;  Fan, Jianping;  He, Zhiqiang;  Rui, Yong
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Adaptation models  Training  Benchmark testing  Picture archiving and communication systems  Data models  Image color analysis  Computational modeling  Data mining  Training data  Painting  DomainVerse  training-free adaptive domain generalization  vision-language models  
Age of Information Based Client Selection for Wireless Federated Learning With Diversified Learning Capabilities 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 14934-14945
作者:  Dong, Liran;  Zhou, Yiqing;  Liu, Ling;  Qi, Yanli;  Zhang, Yu
收藏  |  浏览/下载:15/0  |  提交时间:2025/06/25
Training  Computational modeling  Servers  Data models  Wireless communication  Mobile computing  Accuracy  Federated learning (FL)  age of information (AoI)  client selection  fairness scheduling  
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:35/0  |  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  
UAV Trajectory Optimization for Large-Scale and Low-Power Data Collection: An Attention-Reinforced Learning Scheme 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 4, 页码: 3009-3024
作者:  Zhu, Yuchen;  Yang, Bo;  Liu, Min;  Li, Zhongcheng
收藏  |  浏览/下载:36/0  |  提交时间:2024/12/06
Autonomous aerial vehicles  Sensors  Data collection  Energy consumption  Wireless communication  Optimization  Data models  Unmanned aerial vehicle  trajectory optimization  data collection  attention model  deep reinforcement learning  LoRa  
Architecture, Characteristics, and Resource Management of Integration of Sensing, Communications, and Computing in 6G 期刊论文
IEEE NETWORK, 2024, 卷号: 38, 期号: 2, 页码: 54-61
作者:  Qi, Yanli;  Zhou, Yiqing;  Cai, Qing;  Zhang, Haoyue;  Xu, Yaxing;  Shi, Jinglin;  Li, Shaoyang
收藏  |  浏览/下载:29/0  |  提交时间:2024/12/06
Sensors  Computational modeling  6G mobile communication  Resource management  Network architecture  Digital twins  Data models  
Toward Network-Aware Query Execution Systems in Large Datacenters 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2023, 卷号: 20, 期号: 4, 页码: 4494-4504
作者:  Cheng, Long;  Wang, Ying;  Jhaveri, Rutvij H.;  Wang, Qingle;  Mao, Ying
收藏  |  浏览/下载:36/0  |  提交时间:2024/05/20
Query data operator  coflow scheduling  network communication  performance optimizations  datacenters