A heuristics approach for reducing power consumption of cloud data center

Fei Zhang; Yizhou Yan; Wenjun Wu; Liang Luo

doi:10.1109/GreenCom-iThings-CPSCom.2013.60

A heuristics approach for reducing power consumption of cloud data center

Fei Zhang
, Yizhou Yan
, Wenjun Wu
, Liang Luo

人工智能学院(人工智能研究院)

Beihang University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

2 引用（Scopus）

摘要

Energy efficiency of cloud data centers received significant attention recently as data centers often consume significant resources in operation. Most of the existing energy-saving algorithms focus on resource consolidation for energy efficiency. This paper proposes a simulation-driven methodology with the accurate energy model to verify its performance, and introduces a new resource scheduling algorithm Best-Fit-Decreasing-Power (BFDP) to improve the energy efficiency. Both the model and the resource algorithm have been extensively validated, and results showed that they are effective.

源语言	英语
主期刊名	Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013
页	246-253
页数	8
DOI	https://doi.org/10.1109/GreenCom-iThings-CPSCom.2013.60
出版状态	已出版 - 2013
活动	2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013 - Beijing, 中国期限: 20 8月 2013 → 23 8月 2013

出版系列

姓名	Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013

会议

会议	2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013
国家/地区	中国
市	Beijing
时期	20/08/13 → 23/08/13

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：

可持续发展目标 7 经济适用的清洁能源

访问文件

10.1109/GreenCom-iThings-CPSCom.2013.60

其它文件与链接

链接到 Scopus 的出版物

引用此

Zhang, F., Yan, Y., Wu, W., & Luo, L. (2013). A heuristics approach for reducing power consumption of cloud data center. 在 Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013 (页码 246-253). 文章 6682074 (Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013). https://doi.org/10.1109/GreenCom-iThings-CPSCom.2013.60

Zhang, Fei ; Yan, Yizhou ; Wu, Wenjun 等. / A heuristics approach for reducing power consumption of cloud data center. Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013. 2013. 页码 246-253 (Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013).

@inproceedings{97382506759f436f86df4dd1e3b82173,

title = "A heuristics approach for reducing power consumption of cloud data center",

abstract = "Energy efficiency of cloud data centers received significant attention recently as data centers often consume significant resources in operation. Most of the existing energy-saving algorithms focus on resource consolidation for energy efficiency. This paper proposes a simulation-driven methodology with the accurate energy model to verify its performance, and introduces a new resource scheduling algorithm Best-Fit-Decreasing-Power (BFDP) to improve the energy efficiency. Both the model and the resource algorithm have been extensively validated, and results showed that they are effective.",

keywords = "Cloud data center, Energy efficiency, Energy model, Resource schedule",

author = "Fei Zhang and Yizhou Yan and Wenjun Wu and Liang Luo",

year = "2013",

doi = "10.1109/GreenCom-iThings-CPSCom.2013.60",

language = "英语",

isbn = "9780769550466",

series = "Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013",

pages = "246--253",

booktitle = "Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013",

note = "2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013 ; Conference date: 20-08-2013 Through 23-08-2013",

}

Zhang, F, Yan, Y, Wu, W & Luo, L 2013, A heuristics approach for reducing power consumption of cloud data center. 在 Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013., 6682074, Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013, 页码 246-253, 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013, Beijing, 中国, 20/08/13. https://doi.org/10.1109/GreenCom-iThings-CPSCom.2013.60

A heuristics approach for reducing power consumption of cloud data center. / Zhang, Fei; Yan, Yizhou; Wu, Wenjun 等.
Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013. 2013. 页码 246-253 6682074 (Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - A heuristics approach for reducing power consumption of cloud data center

AU - Zhang, Fei

AU - Yan, Yizhou

AU - Wu, Wenjun

AU - Luo, Liang

PY - 2013

Y1 - 2013

N2 - Energy efficiency of cloud data centers received significant attention recently as data centers often consume significant resources in operation. Most of the existing energy-saving algorithms focus on resource consolidation for energy efficiency. This paper proposes a simulation-driven methodology with the accurate energy model to verify its performance, and introduces a new resource scheduling algorithm Best-Fit-Decreasing-Power (BFDP) to improve the energy efficiency. Both the model and the resource algorithm have been extensively validated, and results showed that they are effective.

AB - Energy efficiency of cloud data centers received significant attention recently as data centers often consume significant resources in operation. Most of the existing energy-saving algorithms focus on resource consolidation for energy efficiency. This paper proposes a simulation-driven methodology with the accurate energy model to verify its performance, and introduces a new resource scheduling algorithm Best-Fit-Decreasing-Power (BFDP) to improve the energy efficiency. Both the model and the resource algorithm have been extensively validated, and results showed that they are effective.

KW - Cloud data center

KW - Energy efficiency

KW - Energy model

KW - Resource schedule

UR - https://www.scopus.com/pages/publications/84893435329

U2 - 10.1109/GreenCom-iThings-CPSCom.2013.60

DO - 10.1109/GreenCom-iThings-CPSCom.2013.60

M3 - 会议稿件

AN - SCOPUS:84893435329

SN - 9780769550466

T3 - Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013

SP - 246

EP - 253

BT - Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013

T2 - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013

Y2 - 20 August 2013 through 23 August 2013

ER -

Zhang F, Yan Y, Wu W, Luo L. A heuristics approach for reducing power consumption of cloud data center. 在 Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013. 2013. 页码 246-253. 6682074. (Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013). doi: 10.1109/GreenCom-iThings-CPSCom.2013.60

A heuristics approach for reducing power consumption of cloud data center

摘要

出版系列

会议

联合国可持续发展目标

访问文件

其它文件与链接

指纹

引用此