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Edge-Based Communication Optimization for Distributed Federated Learning
期刊论文
IEEE Transactions on Network Science and Engineering,2022, 卷号: 9, 期号: 4, 页码: 2015-2024
作者:
Wang, Tian
;
Liu, Yan
;
Zheng, Xi
;
Dai, Hong Ning
;
Jia, Weijia
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/10/19
Clustering
Collaborative work
Communication optimization
Computational modeling
Data models
Data privacy
Federated learning
Mobile edge nodes
Model filtering
Optimization
Servers
Training
Layer Dependency-aware Learning Scheduling Algorithms for Containers in Mobile Edge Computing
期刊论文
IEEE Transactions on Mobile Computing,2022
作者:
Tang, Zhiqing
;
Lou, Jiong
;
Jia, Weijia
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/02/23
container
Containers
dependency-aware scheduling
Feature extraction
Heuristic algorithms
Image edge detection
Mobile edge computing
reinforcement learning
Scheduling
Scheduling algorithms
Task analysis
Self-adapted Frame Selection Module: Refine the Input Strategy for Video Saliency Detection
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Electronic Network, DEC 03-04, 2021
作者:
Wu, Shangrui
;
Wang, Yang
;
Wang, Tian
;
Jia, Weijia
;
Xie, Ruitao
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/05/05
Deep learning
Mobile edge computing
Refine input frames
Video saliency detection
Mobile-Assisted Language Learning in L2 Korean Using WeChat: A Case Study
期刊论文
International Journal of Interactive Mobile Technologies,2022, 卷号: 16, 期号: 1, 页码: 94-105
作者:
Kim Arum
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/09/22
Korean as a foreign language
Korean language learning
Mobile-assisted language learning
Wechat
基于边缘的联邦学习模型清洗和设备聚类方法
期刊论文
计算机学报 / Chinese Journal of Computers,2021, 卷号: 44, 期号: 12, 页码: 2515-2528
作者:
刘艳
;
王田
;
彭绍亮
;
王国军
;
贾维嘉
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/02/23
Clustering
Cosine similarity
Federated learning
Mobile edge computing
Model cleaning
AI-powered learning application use and gratification: an integrative model
期刊论文
Information Technology and People,2021
作者:
Chang, Younghoon
;
Lee, Seongyong
;
Wong, Siew Fan
;
Jeong, Seon Phil
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/01/17
Artificial intelligence
E-learning
Informal learning
Mobile learning
Use and gratification
User satisfaction
Edge intelligence computing for mobile augmented reality with deep reinforcement learning approach
期刊论文
Computer Networks,2021, 卷号: 195
作者:
Chen, Miaojiang
;
Liu, Wei
;
Wang, Tian
;
Liu, Anfeng
;
Zeng, Zhiwen
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/12/02
Artificial intelligence
Beyond fifth-generation
Deep reinforcement learning
Markov decision process
Mobile augmented reality
Deep reinforcement learning for computation offloading in mobile edge computing environment
期刊论文
Computer Communications,2021, 卷号: 175, 页码: 1-12
作者:
Chen, Miaojiang
;
Wang, Tian
;
Zhang, Shaobo
;
Liu, Anfeng
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/12/02
Computation offloading
Deep learning
Internet of things (IoT)
Markov decision process
Mobile edge computing
Reinforcement learning
A Hybrid Control Scheme for 360-Degree Dynamic Adaptive Video Streaming over Mobile Devices
期刊论文
IEEE Transactions on Mobile Computing,2021, 卷号: 21, 期号: 10, 页码: 3428-3442
作者:
Kwong, Sam
;
Wei, Xuekai
;
Zhou, Mingliang
;
Yuan, Hui
;
Jia, Weijia
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/05/10
360-degree streaming systems
Bandwidth
Bit rate
game theory
Mobile handsets
Quality of experience
quality of experience
reinforcement learning
Resource management
Servers
Streaming media
Does lecture capturing improve learning?: A data driven exploratory study on the effectiveness of lecture capture on learning in a foundation IT course
会议论文
Proceedings of 2016 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2016
作者:
Mark,Kai Pan
;
Vrijmoed,Lilian L.P.
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/10/19
Computer and Information Literacy
General Education
Learning Analytics
Lecture Capturing
Mobile Learning