THF: 3-Way Hierarchical Framework for Efficient Client Selection and Resource Management in Federated Learning

Muhammad Asad; Ahmed Moustafa; Fethi A. Rabhi; Muhammad Aslam

doi:10.1109/JIOT.2021.3126828

THF: 3-Way Hierarchical Framework for Efficient Client Selection and Resource Management in Federated Learning

Muhammad Asad, Ahmed Moustafa, Fethi A. Rabhi, Muhammad Aslam

科研成果: 期刊稿件 › 文章 › 同行评审

源语言	英语
页（从-至）	11085-11097
页数	13
期刊	IEEE Internet of Things Journal
卷	9
期	13
DOI	https://doi.org/10.1109/JIOT.2021.3126828
出版状态	已出版 - 7月 1 2022
已对外发布	是

!!!ASJC Scopus Subject Areas

信号处理
信息系统
硬件和架构
计算机科学应用
计算机网络与通信

访问文件

10.1109/JIOT.2021.3126828

其它文件与链接

引用此

@article{a9b7d1df9f714cb88c42b1db3fdb48ea,

title = "THF: 3-Way Hierarchical Framework for Efficient Client Selection and Resource Management in Federated Learning",

keywords = "Client selection, edge aggregation, federated learning (FL), resource management",

author = "Muhammad Asad and Ahmed Moustafa and Rabhi, {Fethi A.} and Muhammad Aslam",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.",

year = "2022",

month = jul,

day = "1",

doi = "10.1109/JIOT.2021.3126828",

language = "English",

volume = "9",

pages = "11085--11097",

journal = "IEEE Internet of Things Journal",

issn = "2327-4662",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "13",

}

TY - JOUR

T1 - THF

T2 - 3-Way Hierarchical Framework for Efficient Client Selection and Resource Management in Federated Learning

AU - Asad, Muhammad

AU - Moustafa, Ahmed

AU - Rabhi, Fethi A.

AU - Aslam, Muhammad

PY - 2022/7/1

Y1 - 2022/7/1

KW - Client selection

KW - edge aggregation

KW - federated learning (FL)

KW - resource management

UR - http://www.scopus.com/inward/record.url?scp=85133285262&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85133285262&partnerID=8YFLogxK

U2 - 10.1109/JIOT.2021.3126828

DO - 10.1109/JIOT.2021.3126828

M3 - Article

AN - SCOPUS:85133285262

SN - 2327-4662

VL - 9

SP - 11085

EP - 11097

JO - IEEE Internet of Things Journal

JF - IEEE Internet of Things Journal

IS - 13

ER -

THF: 3-Way Hierarchical Framework for Efficient Client Selection and Resource Management in Federated Learning

!!!ASJC Scopus Subject Areas

访问文件

其它文件与链接

指纹

引用此