Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning

Yongyi Ran; Xin Zhou; Han Hu; Yonggang Wen

doi:10.1109/SERVICES55459.2022.00033

Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning

Yongyi Ran, Xin Zhou, Han Hu, Yonggang Wen

信息与电子学院

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

4 引用（Scopus）

源语言	英语
主期刊名	Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022
编辑	Claudio Agostino Ardagna, Carl K. Chang, Rong N. Chang, Ernesto Damiani, Robert Ward, Fatos Xhafa, Jia Zhang
出版商	Institute of Electrical and Electronics Engineers Inc.
页	20
页数	1
ISBN（电子版）	9781665481311
DOI	https://doi.org/10.1109/SERVICES55459.2022.00033
出版状态	已出版 - 2022
活动	2022 IEEE World Congress on Services, SERVICES 2022 - Barcelona, 西班牙期限: 10 7月 2022 → 16 7月 2022

出版系列

姓名	Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022

会议

会议	2022 IEEE World Congress on Services, SERVICES 2022
国家/地区	西班牙
市	Barcelona
时期	10/07/22 → 16/07/22

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

访问文件

10.1109/SERVICES55459.2022.00033

其它文件与链接

链接到 Scopus 的出版物

引用此

Ran, Y., Zhou, X., Hu, H., & Wen, Y. (2022). Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning. 在 C. A. Ardagna, C. K. Chang, R. N. Chang, E. Damiani, R. Ward, F. Xhafa, & J. Zhang (编辑), Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022 (页码 20). (Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SERVICES55459.2022.00033

Ran, Yongyi ; Zhou, Xin ; Hu, Han 等. / Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning. Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022. 编辑 / Claudio Agostino Ardagna ; Carl K. Chang ; Rong N. Chang ; Ernesto Damiani ; Robert Ward ; Fatos Xhafa ; Jia Zhang. Institute of Electrical and Electronics Engineers Inc., 2022. 页码 20 (Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022).

@inproceedings{92bd38d7feec41988b8b1ffd42dc2cd5,

title = "Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning",

keywords = "Data center, Deep reinforcement learning, Energy efficiency, Event driven optimization",

author = "Yongyi Ran and Xin Zhou and Han Hu and Yonggang Wen",

year = "2022",

doi = "10.1109/SERVICES55459.2022.00033",

language = "English",

series = "Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022",

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

pages = "20",

editor = "Ardagna, {Claudio Agostino} and Chang, {Carl K.} and Chang, {Rong N.} and Ernesto Damiani and Robert Ward and Fatos Xhafa and Jia Zhang",

booktitle = "Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022",

address = "United States",

note = "2022 IEEE World Congress on Services, SERVICES 2022 ; Conference date: 10-07-2022 Through 16-07-2022",

}

Ran, Y, Zhou, X, Hu, H & Wen, Y 2022, Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning. 在 CA Ardagna, CK Chang, RN Chang, E Damiani, R Ward, F Xhafa & J Zhang (编辑), Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022. Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022, Institute of Electrical and Electronics Engineers Inc., 页码 20, 2022 IEEE World Congress on Services, SERVICES 2022, Barcelona, 西班牙, 10/07/22. https://doi.org/10.1109/SERVICES55459.2022.00033

Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning. / Ran, Yongyi; Zhou, Xin; Hu, Han 等.
Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022. 编辑 / Claudio Agostino Ardagna; Carl K. Chang; Rong N. Chang; Ernesto Damiani; Robert Ward; Fatos Xhafa; Jia Zhang. Institute of Electrical and Electronics Engineers Inc., 2022. 页码 20 (Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning

AU - Ran, Yongyi

AU - Zhou, Xin

AU - Hu, Han

AU - Wen, Yonggang

PY - 2022

Y1 - 2022

KW - Data center

KW - Deep reinforcement learning

KW - Energy efficiency

KW - Event driven optimization

UR - http://www.scopus.com/inward/record.url?scp=85138384647&partnerID=8YFLogxK

U2 - 10.1109/SERVICES55459.2022.00033

DO - 10.1109/SERVICES55459.2022.00033

M3 - Conference contribution

AN - SCOPUS:85138384647

T3 - Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022

SP - 20

BT - Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022

A2 - Ardagna, Claudio Agostino

A2 - Chang, Carl K.

A2 - Chang, Rong N.

A2 - Damiani, Ernesto

A2 - Ward, Robert

A2 - Xhafa, Fatos

A2 - Zhang, Jia

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 IEEE World Congress on Services, SERVICES 2022

Y2 - 10 July 2022 through 16 July 2022

ER -

Ran Y, Zhou X, Hu H, Wen Y. Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning. 在 Ardagna CA, Chang CK, Chang RN, Damiani E, Ward R, Xhafa F, Zhang J, 编辑, Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022. Institute of Electrical and Electronics Engineers Inc. 2022. 页码 20. (Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022). doi: 10.1109/SERVICES55459.2022.00033