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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:28/0
  |  
提交时间:2025/07/15
Deep reinforcement learning
Economic payment models
Heterogeneous resource management
Multi-model collaborative edge computing
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
;
Wang, Wenhua
;
Liu, Qin
;
Fan, Wentao
;
Guo, Jianxiong
收藏
  |  
浏览/下载:14/0
  |  
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:11/0
  |  
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:13/0
  |  
提交时间:2025/07/15
Decentralized collaborative heterogeneous edge computing
Economic payment models
Heterogeneous resource management
Reinforcement learning
A Quality-Aware and Obfuscation-Based Data Collection Scheme for Cyber-Physical Metaverse Systems
期刊论文
ACM Transactions on Multimedia Computing, Communications and Applications,2024, 卷号: 21, 期号: 2
作者:
Tang, Jianheng
;
Fan, Kejia
;
Yin, Wenjie
;
Yang, Shihao
;
Huang, Yajiang
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2025/03/10
Cyber-Physical Metaverse System
data quality
Deep Matrix Factorization
Mobile Crowd Sensing
Task Privacy-Preserving
Privacy-Enhanced Cooperative Storage Scheme for Contact-Free Sensory Data in AIoT with Efficient Synchronization
期刊论文
ACM Transactions on Sensor Networks,2024, 卷号: 20, 期号: 4
作者:
Mei, Yaxin
;
Wang, Wenhua
;
Liang, Yuzhu
;
Liu, Qin
;
Chen, Shuhong
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/09/04
Artificial intelligence of things
cloud-edge-end cooperation
contact-free sensory data
data synchronization
privacy leakage
An Online Multi-Item Auction with Differential Privacy in Edge-Assisted Blockchains
期刊论文
IEEE Internet of Things Journal,2024, 卷号: 11, 期号: 5, 页码: 8133-8145
作者:
Guo, Jianxiong
;
Wu, Weili
;
Wang, Tian
;
Jia, Weijia
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2024/03/12
Blockchain
differential privacy (DP)
inference attack
Internet of Things (IoT)
online double auction
truthfulness
Critical Density for K-Coverage Under Border Effects in Camera Sensor Networks With Irregular Obstacles Existence
期刊论文
IEEE Internet of Things Journal,2024, 卷号: 11, 期号: 4, 页码: 6426-6437
作者:
Liu, Zhimin
;
Jiang, Guiyan
;
Jia, Weijia
;
Wang, Tian
;
Wu, Youke
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2024/03/12
Camera sensor networks (CSNs)
convex area
K-coverage
minimum sensor density
obstacles existence
Spatiotemporal-Aware Privacy-Preserving Task Matching in Mobile Crowdsensing
期刊论文
IEEE Internet of Things Journal,2024, 卷号: 11, 期号: 2, 页码: 2394-2406
作者:
Peng, Tao
;
Zhong, Wentao
;
Wang, Guojun
;
Zhang, Shaobo
;
Luo, Entao
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/03/12
Mobile crowdsensing (MCS)
privacy preserving
secure computing
task matching
SlimBox: Lightweight Packet Inspection over Encrypted Traffic
期刊论文
IEEE Transactions on Dependable and Secure Computing,2023, 卷号: 20, 期号: 5, 页码: 4359-4371
作者:
Liu, Qin
;
Peng, Yu
;
Jiang, Hongbo
;
Wu, Jie
;
Wang, Tian
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2023/11/21
lightweight
Outsourced middlebox
pattern matching
privacy preserving
searchable encryption