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Federated Learning With Energy Harvesting Devices
期刊论文
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2024, 卷号: 8, 期号: 1, 页码: 190 - 204
作者:
Li Zeng
;
Dingzhu Wen
;
Guangxu Zhu
;
Changsheng You
;
Qimei Chen
Adobe PDF(6134Kb)
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收藏
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浏览/下载:526/4
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提交时间:2023/09/22
Channel state information
Data privacy
Dynamic programming
Energy harvesting
Information management
Iterative methods
Job analysis
Resource allocation
Computational modelling
Convergence
Convergence rates
Data utilities
Device selection
Distributed resource allocation
Federated learning
Resource management
Sub-carriers
Task analysis
Communication Efficient Decentralized Learning over D2D Network: Adaptive Relay Selection and Resource Allocation
期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Yifan Chen
;
Shengli Liu
;
Dingzhu Wen
Adobe PDF(515Kb)
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收藏
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浏览/下载:192/4
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提交时间:2024/06/17
Data privacy
Information management
Resource allocation
Computational modelling
D2D
Decentralized learning
Device-to-Device communications
Learning latency
Network adaptive
Performances evaluation
Relay
Relay selection
Resource management
Enhanced Hybrid Hierarchical Federated Edge Learning Over Heterogeneous Networks
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 卷号: PP, 期号: 99, 页码: 1-15
作者:
Qimei Chen
;
Zehua You
;
Dingzhu Wen
;
Zhaoyang Zhang
Adobe PDF(5185Kb)
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收藏
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浏览/下载:252/1
|
提交时间:2023/07/14
Computer architecture
Edge computing
Hierarchical systems
Information management
Learning systems
Markov processes
Network architecture
Network layers
Resource allocation
Cloud layers
Computational modelling
Device layers
Device resources
Device selection
Edge computing
Federated edge learning
Local model
Resource management
Semi-asynchronoi
Computer architecture
Edge computing
Hierarchical systems
Information management
Learning systems
Markov processes
Network architecture
Network layers
Resource allocation
Cloud layers
Computational modelling
Device layers
Device resources
Device selection
Edge computing
Federated edge learning
Local model
Resource management
Semi-asynchronoi
Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices
会议论文
CONFERENCE RECORD - ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, Virtual, Online, United states, October 31, 2022 - November 2, 2022
作者:
Li Zeng
;
Dingzhu Wen
;
Guangxu Zhu
;
Changsheng You
;
Qimei Chen
Adobe PDF(589Kb)
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收藏
|
浏览/下载:218/0
|
提交时间:2023/04/28
Bandwidth
Energy efficiency
Internet of things
Iterative methods
Computation control
Data distributed
Data utilities
Device scheduling
Device selection
Energy harvesting device
Federated learning
Massive data
Radio resources
Resources allocation
Social-Aware Edge Intelligence: A Constrained Graphical Bandit Approach
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Simeng Bian
;
Shangshang Wang
;
Yinxu Tang
;
Ziyu Shao
Adobe PDF(7888Kb)
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收藏
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浏览/下载:218/0
|
提交时间:2023/03/10
Budget control
Energy resources
Graphic methods
Grinding (machining)
Learning systems
Device selection
Edge intelligence
Edge server
End-devices
Learning tasks
Limited communication
Machine-learning
Network edges
Selection problems
Social-aware
Fast Convergence Algorithm for Analog Federated Learning
会议论文
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Virtual, Online, Canada, June 14, 2021 - June 23, 2021
作者:
Xia, Shuhao
;
Zhu, Jingyang
;
Yang, Yuhan
;
Zhou, Yong
;
Shi, Yuanming
Adobe PDF(1045Kb)
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收藏
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浏览/下载:1100/237
|
提交时间:2021/12/03
Learning algorithms
Learning systems
Device selection
Edge server
End
devices
Fast convergence
Ill conditioned problems
Local model
Multiple access channels
Over the airs
Threshold
based devices
Wireless channel
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