Minimizing energy cost for green cloud data centers by using ESDs

Chonglin Gu; Lingmin Zhang; Zhixiang He; Hejiao Huang; Xiaohua Jia

doi:10.1109/PCCC.2015.7410355

Minimizing energy cost for green cloud data centers by using ESDs

Chonglin Gu
, Lingmin Zhang
, Zhixiang He
, Hejiao Huang^*
, Xiaohua Jia

^*Corresponding author for this work

Harbin Institute of Technology Shenzhen
Shenzhen Key Laboratory of Internet Information Collaboration

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Abstract

In this paper, we study the issue of minimizing the total energy cost for green cloud data centers with time varying and location varying electricity prices and supply of renewable energy. Given the budget of energy cost, schedule the requests, servers, and power usage of different sources, such that the total cost can be minimized. We formulate the problem during the whole period of time as an MILP problem. We use Cplex to solve the problem. Experiment shows that our method can significantly reduce total cost after using ESDs.

Original language	English
Title of host publication	2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781467385909
DOIs	https://doi.org/10.1109/PCCC.2015.7410355
State	Published - 17 Feb 2016
Externally published	Yes
Event	34th IEEE International Performance Computing and Communications Conference, IPCCC 2015 - Nanjing, China Duration: 14 Dec 2015 → 16 Dec 2015

Publication series

Name	2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015

Conference

Conference	34th IEEE International Performance Computing and Communications Conference, IPCCC 2015
Country/Territory	China
City	Nanjing
Period	14/12/15 → 16/12/15

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Carbon Emissions
Data Center
Energy Storage Devices
Green Scheduling
Renewable Energy

Access to Document

10.1109/PCCC.2015.7410355

Cite this

Gu, C., Zhang, L., He, Z., Huang, H., & Jia, X. (2016). Minimizing energy cost for green cloud data centers by using ESDs. In 2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015 Article 7410355 (2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PCCC.2015.7410355

Gu, Chonglin ; Zhang, Lingmin ; He, Zhixiang et al. / Minimizing energy cost for green cloud data centers by using ESDs. 2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015. Institute of Electrical and Electronics Engineers Inc., 2016. (2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015).

@inproceedings{4d7bfb4201ea4526a679902b1f212781,

title = "Minimizing energy cost for green cloud data centers by using ESDs",

abstract = "In this paper, we study the issue of minimizing the total energy cost for green cloud data centers with time varying and location varying electricity prices and supply of renewable energy. Given the budget of energy cost, schedule the requests, servers, and power usage of different sources, such that the total cost can be minimized. We formulate the problem during the whole period of time as an MILP problem. We use Cplex to solve the problem. Experiment shows that our method can significantly reduce total cost after using ESDs.",

keywords = "Carbon Emissions, Data Center, Energy Storage Devices, Green Scheduling, Renewable Energy",

author = "Chonglin Gu and Lingmin Zhang and Zhixiang He and Hejiao Huang and Xiaohua Jia",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 34th IEEE International Performance Computing and Communications Conference, IPCCC 2015 ; Conference date: 14-12-2015 Through 16-12-2015",

year = "2016",

month = feb,

day = "17",

doi = "10.1109/PCCC.2015.7410355",

language = "英语",

series = "2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015",

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

booktitle = "2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015",

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}

Gu, C, Zhang, L, He, Z, Huang, H & Jia, X 2016, Minimizing energy cost for green cloud data centers by using ESDs. in 2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015., 7410355, 2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015, Institute of Electrical and Electronics Engineers Inc., 34th IEEE International Performance Computing and Communications Conference, IPCCC 2015, Nanjing, China, 14/12/15. https://doi.org/10.1109/PCCC.2015.7410355

Minimizing energy cost for green cloud data centers by using ESDs. / Gu, Chonglin; Zhang, Lingmin; He, Zhixiang et al.
2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015. Institute of Electrical and Electronics Engineers Inc., 2016. 7410355 (2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Minimizing energy cost for green cloud data centers by using ESDs

AU - Gu, Chonglin

AU - Zhang, Lingmin

AU - He, Zhixiang

AU - Huang, Hejiao

AU - Jia, Xiaohua

PY - 2016/2/17

Y1 - 2016/2/17

N2 - In this paper, we study the issue of minimizing the total energy cost for green cloud data centers with time varying and location varying electricity prices and supply of renewable energy. Given the budget of energy cost, schedule the requests, servers, and power usage of different sources, such that the total cost can be minimized. We formulate the problem during the whole period of time as an MILP problem. We use Cplex to solve the problem. Experiment shows that our method can significantly reduce total cost after using ESDs.

AB - In this paper, we study the issue of minimizing the total energy cost for green cloud data centers with time varying and location varying electricity prices and supply of renewable energy. Given the budget of energy cost, schedule the requests, servers, and power usage of different sources, such that the total cost can be minimized. We formulate the problem during the whole period of time as an MILP problem. We use Cplex to solve the problem. Experiment shows that our method can significantly reduce total cost after using ESDs.

KW - Carbon Emissions

KW - Data Center

KW - Energy Storage Devices

KW - Green Scheduling

KW - Renewable Energy

UR - https://www.scopus.com/pages/publications/84969940683

U2 - 10.1109/PCCC.2015.7410355

DO - 10.1109/PCCC.2015.7410355

M3 - 会议稿件

AN - SCOPUS:84969940683

T3 - 2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015

BT - 2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 34th IEEE International Performance Computing and Communications Conference, IPCCC 2015

Y2 - 14 December 2015 through 16 December 2015

ER -

Gu C, Zhang L, He Z, Huang H, Jia X. Minimizing energy cost for green cloud data centers by using ESDs. In 2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015. Institute of Electrical and Electronics Engineers Inc. 2016. 7410355. (2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015). doi: 10.1109/PCCC.2015.7410355

Minimizing energy cost for green cloud data centers by using ESDs

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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