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浏览/检索结果:共80条,第1-10条
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Price-aware resource management for multi-modal DNN inference in collaborative heterogeneous edge environments
期刊论文
Journal of Parallel and Distributed Computing,2025, 卷号: 201
作者:
Huang, Fengyi
;
Wang, Wenhua
;
Guo, Jianxiong
;
Fan, Wentao
;
Xu, Yang
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2025/07/15
Deep reinforcement learning
Economic payment models
Heterogeneous resource management
Multi-model collaborative edge computing
Two-Stage Deep Energy Optimization in IRS-Assisted UAV-Based Edge Computing Systems
期刊论文
IEEE Transactions on Mobile Computing,2025, 卷号: 24, 期号: 1, 页码: 449-465
作者:
Wu,Jianqiu
;
Yu,Zhongyi
;
Guo,Jianxiong
;
Tang,Zhiqing
;
Wang,Tian
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2025/08/20
deep learning
intelligent reflective surface
Mobile edge computing
terahertz communications
unmanned aerial vehicles
Enhancing LLM QoS Through Cloud-Edge Collaboration: A Diffusion-Based Multi-Agent Reinforcement Learning Approach
期刊论文
IEEE Transactions on Services Computing,2025, 卷号: 18, 期号: 3, 页码: 1412-1427
作者:
Yao,Zhi
;
Tang,Zhiqing
;
Yang,Wenmian
;
Jia,Weijia
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2025/08/20
diffusion model
Edge computing
multi-agent reinforcement learning
request scheduling
vector database
DRMQ: Dynamic Resource Management for Enhanced QoS in Collaborative Edge-Edge Industrial Environments
期刊论文
IEEE Transactions on Services Computing,2025, 卷号: 18, 期号: 2, 页码: 743-757
作者:
Huang, Fengyi
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2025/07/15
double deep Q network
Mobile edge computing
quality of service
resource management
Enhancing Collaborative Inference on Heterogeneous Edge Devices via Adaptive Ensemble Knowledge Distillation
期刊论文
IEEE Journal on Selected Areas in Communications,2025
作者:
Wu, Shangrui
;
Li, Yupeng
;
Wang, Wenhua
;
Guo, Jianxiong
;
Fan, Wentao
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2025/07/15
Deep Neural Networks
Edge Computing
Ensemble Learning
Industrial Internet of Things
ORL-EPM: A Profit-Aware and Load-Driven Heterogeneous Resource Management Scheme with Collaborative Edge Computing
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Macau, October 29-31, 2024
作者:
Huang, Fengyi
;
Zhang, Yutao
;
Wang, Wenhua
;
Guo, Jianxiong
;
Xu, Yang
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2025/07/15
Decentralized collaborative heterogeneous edge computing
Economic payment models
Heterogeneous resource management
Reinforcement learning
LR2Scheduler: layer-aware, resource-balanced, and request-adaptive container scheduling for edge computing
期刊论文
CCF Transactions on Pervasive Computing and Interaction,2025
作者:
Peng,Wentao
;
Tang,Zhiqing
;
Guo,Jianxiong
;
Lou,Jiong
;
Wang,Tian
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2025/08/20
Container scheduler
Dynamic weight
Edge computing
Layer-aware scheduling
User requirements
Enhancing QoE in Collaborative Edge Systems with Feedback Diffusion Generative Scheduling
期刊论文
IEEE Transactions on Mobile Computing,2025
作者:
Xu,Changfu
;
Guo,Jianxiong
;
Liang,Yuzhu
;
Zou,Haodong
;
Zeng,Jiandian
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2025/08/20
Deep reinforcement learning
Edge computing
Feedback diffusion
Generative task scheduling
Adaptive Digital Twin Migration in Vehicular Edge Computing and Networks
期刊论文
IEEE Transactions on Vehicular Technology,2025, 卷号: 74, 期号: 3, 页码: 4839-4854
作者:
Mou,Fangyi
;
Lou,Jiong
;
Tang,Zhiqing
;
Wu,Yuan
;
Jia,Weijia
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2025/08/20
deep reinforcement learning
Digital twin
migration
vehicular edge computing
Layer-Aware Cost-Effective Container Updates With Edge-Cloud Collaboration in Edge Computing
期刊论文
IEEE Transactions on Mobile Computing,2025
作者:
Cui,Hanshuai
;
Tang,Zhiqing
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2025/08/20
Container update
edge computing
edge-cloud collaboration
layer sharing
reinforcement learning