An Online Control Approach of Collaborative Federated Learning with Constrained Resources

Shaohui Lin; Xiaoxi Zhang; Yupeng Li; Carlee Joe-Wong; Jingpu Duan; Xu Chen

doi:10.1145/3600061.3603138

An Online Control Approach of Collaborative Federated Learning with Constrained Resources

Shaohui Lin
, Xiaoxi Zhang^*
, Yupeng Li
, Carlee Joe-Wong
, Jingpu Duan
, Xu Chen

^*Corresponding author for this work

Department of Interactive Media

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

Original language	English
Title of host publication	Proceedings of the 7th Asia-Pacific Workshop on Networking, APNET 2023
Publisher	Association for Computing Machinery (ACM)
Pages	211-212
Number of pages	2
ISBN (Print)	9798400707827
DOIs	https://doi.org/10.1145/3600061.3603138
Publication status	Published - Jun 2023
Event	7th Asia-Pacific Workshop on Networking, APNET 2023 - , Hong Kong, China Duration: 29 Jun 2023 → 30 Jun 2023 https://dl.acm.org/doi/proceedings/10.1145/3600061

Publication series

Name	Proceedings of the Asia-Pacific Workshop on Networking, APNET

Conference

Conference	7th Asia-Pacific Workshop on Networking, APNET 2023
Country/Territory	Hong Kong, China
Period	29/06/23 → 30/06/23
Internet address	https://dl.acm.org/doi/proceedings/10.1145/3600061

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Access to Document

10.1145/3600061.3603138

Cite this

Lin, S., Zhang, X., Li, Y., Joe-Wong, C., Duan, J., & Chen, X. (2023). An Online Control Approach of Collaborative Federated Learning with Constrained Resources. In Proceedings of the 7th Asia-Pacific Workshop on Networking, APNET 2023 (pp. 211-212). (Proceedings of the Asia-Pacific Workshop on Networking, APNET). Association for Computing Machinery (ACM). https://doi.org/10.1145/3600061.3603138

@inproceedings{04d55b1cc43848c193977a532fde4f3e,

title = "An Online Control Approach of Collaborative Federated Learning with Constrained Resources",

author = "Shaohui Lin and Xiaoxi Zhang and Yupeng Li and Carlee Joe-Wong and Jingpu Duan and Xu Chen",

note = "This work was supported by NSFC grants 62102460 and 62202402, grant 202201011392 under the Guangzhou Science and Technology Plan Project, Guangdong Basic and Applied Basic Research Foundation (grants 2022A1515011583, 2023A1515011562 and 2023A1515012982), Young Outstanding Award under the Zhujiang Talent Plan of Guangdong Province, Germany/Hong Kong Joint Research Scheme sponsored by the Research Grants Council of Hong Kong and the German Academic Exchange Service of Germany (G-HKBU203/22), NSF grant CNS-2106891, One-off Tier 2 Start-up Grant (2020/2021) of Hong Kong Baptist University (Ref. RC-OFSGT2/20-21/COMM/002), and Startup Grant (Tier 1) for New Academics AY2020/21 of Hong Kong Baptist University.; 7th Asia-Pacific Workshop on Networking, APNET 2023 ; Conference date: 29-06-2023 Through 30-06-2023",

year = "2023",

month = jun,

doi = "10.1145/3600061.3603138",

language = "English",

isbn = "9798400707827",

series = "Proceedings of the Asia-Pacific Workshop on Networking, APNET",

publisher = "Association for Computing Machinery (ACM)",

pages = "211--212",

booktitle = "Proceedings of the 7th Asia-Pacific Workshop on Networking, APNET 2023",

address = "United States",

url = "https://dl.acm.org/doi/proceedings/10.1145/3600061",

}

Lin, S, Zhang, X, Li, Y, Joe-Wong, C, Duan, J & Chen, X 2023, An Online Control Approach of Collaborative Federated Learning with Constrained Resources. in Proceedings of the 7th Asia-Pacific Workshop on Networking, APNET 2023. Proceedings of the Asia-Pacific Workshop on Networking, APNET, Association for Computing Machinery (ACM), pp. 211-212, 7th Asia-Pacific Workshop on Networking, APNET 2023, Hong Kong, China, 29/06/23. https://doi.org/10.1145/3600061.3603138

An Online Control Approach of Collaborative Federated Learning with Constrained Resources. / Lin, Shaohui; Zhang, Xiaoxi; Li, Yupeng et al.
Proceedings of the 7th Asia-Pacific Workshop on Networking, APNET 2023. Association for Computing Machinery (ACM), 2023. p. 211-212 (Proceedings of the Asia-Pacific Workshop on Networking, APNET).

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

TY - GEN

T1 - An Online Control Approach of Collaborative Federated Learning with Constrained Resources

AU - Lin, Shaohui

AU - Zhang, Xiaoxi

AU - Li, Yupeng

AU - Joe-Wong, Carlee

AU - Duan, Jingpu

AU - Chen, Xu

N1 - This work was supported by NSFC grants 62102460 and 62202402, grant 202201011392 under the Guangzhou Science and Technology Plan Project, Guangdong Basic and Applied Basic Research Foundation (grants 2022A1515011583, 2023A1515011562 and 2023A1515012982), Young Outstanding Award under the Zhujiang Talent Plan of Guangdong Province, Germany/Hong Kong Joint Research Scheme sponsored by the Research Grants Council of Hong Kong and the German Academic Exchange Service of Germany (G-HKBU203/22), NSF grant CNS-2106891, One-off Tier 2 Start-up Grant (2020/2021) of Hong Kong Baptist University (Ref. RC-OFSGT2/20-21/COMM/002), and Startup Grant (Tier 1) for New Academics AY2020/21 of Hong Kong Baptist University.

PY - 2023/6

Y1 - 2023/6

UR - https://www.scopus.com/pages/publications/85173854946

U2 - 10.1145/3600061.3603138

DO - 10.1145/3600061.3603138

M3 - Conference proceeding

AN - SCOPUS:85173854946

SN - 9798400707827

T3 - Proceedings of the Asia-Pacific Workshop on Networking, APNET

SP - 211

EP - 212

BT - Proceedings of the 7th Asia-Pacific Workshop on Networking, APNET 2023

PB - Association for Computing Machinery (ACM)

T2 - 7th Asia-Pacific Workshop on Networking, APNET 2023

Y2 - 29 June 2023 through 30 June 2023

ER -

Lin S, Zhang X, Li Y, Joe-Wong C, Duan J, Chen X. An Online Control Approach of Collaborative Federated Learning with Constrained Resources. In Proceedings of the 7th Asia-Pacific Workshop on Networking, APNET 2023. Association for Computing Machinery (ACM). 2023. p. 211-212. (Proceedings of the Asia-Pacific Workshop on Networking, APNET). doi: 10.1145/3600061.3603138

An Online Control Approach of Collaborative Federated Learning with Constrained Resources

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