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Joint optimization of data sensing and computing in the air-ground collaborative inference framework: A multi-agent hybrid-action DRL approach 期刊论文
COMPUTER NETWORKS, 2025, 卷号: 270, 页码: 13
作者:  Fan, Xiaokun;  Chen, Yali;  Liu, Min;  Zhu, Yuchen;  Li, Zhongcheng
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Edge computing  Joint sensing and computing  Multi-agent deep reinforcement learning  Unmanned aerial vehicle  Video surveillance  
Joint Beamforming and Offloading Design for Integrated Sensing, Communication, and Computation System 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: 74, 期号: 9, 页码: 14933-14937
作者:  Liu, Peng;  Fei, Zesong;  Wang, Xinyi;  Zhou, Yiqing;  Zhang, Yan;  Liu, Fan
收藏  |  浏览/下载:3/0  |  提交时间:2025/12/03
Integrated sensing and communication  Integrated sensing and communication  mobile edge computing  mobile edge computing  computation offloading  computation offloading  beamforming design  beamforming design  
DFU-E: A Dataflow Architecture for Edge DSP and AI Applications 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2025, 卷号: 36, 期号: 6, 页码: 1100-1114
作者:  Li, Wenming;  Fan, Zhihua;  Liu, Tianyu;  Wang, Zhen;  Wu, Haibin;  Wu, Meng;  Zhang, Kunming;  Liu, Yanhuan;  Sun, Ninghui;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载:41/0  |  提交时间:2025/06/25
Artificial intelligence  Hardware  Edge computing  Computer architecture  Computational modeling  Single instruction multiple data  Energy efficiency  Target recognition  Radar polarimetry  Real-time systems  Dataflow architecture  edge computing  digital signal processing  AI  multi-layer dataflow mechanism  
Functional Testing and Repair for ReRAM-Based Deep-Learning Accelerators 期刊论文
IEEE DESIGN & TEST, 2025, 卷号: 42, 期号: 3, 页码: 66-73
作者:  Li, Wen;  Wang, Ying;  Li, Huawei;  Li, Xiaowei;  Zou, Kaiwei
收藏  |  浏览/下载:37/0  |  提交时间:2025/06/25
Accuracy  Fault tolerant systems  Fault tolerance  Deep learning  Image edge detection  Fault detection  Computational modeling  Training  Reliability  Hafnium  Deep Neural Network  ReRAM  Functional Test  Computing-in-Memory  
DSparse: A Distributed Training Method for Edge Clusters Based on Sparse Update 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 3, 页码: 637-653
作者:  Peng, Xiao-Hui;  Sun, Yi-Xuan;  Zhang, Zheng-Hui;  Wang, Yi-Fan
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
distributed training  edge computing  edge machine learning  sparse update  edge cluster  
Hierarchical Reverse Games for the Resource Ecosystem in Cloud-Edge Computing 期刊论文
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2025, 卷号: 71, 期号: 2, 页码: 4039-4052
作者:  Pei, Manlin;  Wang, Chenyu;  Wang, Xia;  Zheng, Zhigao;  Huang, Jianhui;  Wang, Shengling;  Guo, Yufei
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Cloud computing  Pricing  Cloud-edge computing  resource allocation  hierarchical reverse game  privacy-preservation  Cloud-edge computing  resource allocation  hierarchical reverse game  privacy-preservation  
ReflexPilot: Startup-Aware Dependent Task Scheduling Based on Deep Reinforcement Learning for Edge-Cloud Collaborative Computing 期刊论文
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2025, 卷号: 13, 期号: 2, 页码: 641-654
作者:  Zou, Wenhao;  Zhang, Zongshuai;  Wang, Nina;  Tian, Yu;  Tian, Lin
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Servers  Optimal scheduling  Collaboration  Cloud computing  Scheduling algorithms  Containers  Computer architecture  Computational modeling  Resource management  Training  Edge-cloud collaborative computing  deep reinforcement learning  dependent task scheduling  startup latency  
Optimization of Vehicular Edge Computing Under Time-Varying Fading Channels With Path Prediction 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: 12, 期号: 5, 页码: 5500-5514
作者:  Hu, Dieli;  Yuan, Mingang;  Huang, Gaofei;  Zhao, Sai;  Tang, Dong
收藏  |  浏览/下载:38/0  |  提交时间:2025/06/25
Wireless communication  Costs  Optimization  Fading channels  Resource management  Servers  Delays  Wireless sensor networks  Internet of Things  Vehicle-to-infrastructure  Mobile edge computing  path prediction  task offloading  time-varying channels  vehicular network  
Reinforcement Learning Based Online Request Scheduling Framework for Workload-Adaptive Edge Deep Learning Inference 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 13222-13239
作者:  Tan, Xinrui;  Li, Hongjia;  Xie, Xiaofei;  Guo, Lu;  Ansari, Nirwan;  Huang, Xueqing;  Wang, Liming;  Xu, Zhen;  Liu, Yang
收藏  |  浏览/下载:15/0  |  提交时间:2025/06/25
Deep learning  Computational modeling  Adaptation models  Task analysis  Processor scheduling  Schedules  Reinforcement learning  Deep learning inference serving systems  edge computing  efficient deep learning inference  reinforcement learning  
Prioritized Assignment With Task Dependency in Collaborative Mobile Edge Computing 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 13505-13521
作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Qi, Yanli;  Shi, Jinglin
收藏  |  浏览/下载:13/0  |  提交时间:2025/06/25
Task analysis  Delays  Servers  Collaboration  Quality of service  Cloud computing  Optimization  Average satisfaction degree  collaborative mobile edge computing  Monte Carlo tree search  prioritized assignment  task dependency