Setting energy efficiency goals in data centers: The GAMES approach

Barbara Pernici; Cinzia Cappiello; Maria Grazia Fugini; Pierluigi Plebani; Monica Vitali; Ioan Salomie; Tudor Cioara; Ionut Anghel; Ealan Henis; Ronen Kat; Doron Chen; George Goldberg; Micha Vor Dem Berge; Wolfgang Christmann; Alexander Kipp; Tao Jiang; Jia Liu; Massimo Bertoncini; Diego Arnone; Alessandro Rossi

doi:10.1007/978-3-642-33645-4_1

Setting energy efficiency goals in data centers: The GAMES approach

Barbara Pernici
, Cinzia Cappiello
, Maria Grazia Fugini
, Pierluigi Plebani
, Monica Vitali
, Ioan Salomie
, Tudor Cioara
, Ionut Anghel
, Ealan Henis
, Ronen Kat
, Doron Chen
, George Goldberg
, Micha Vor Dem Berge
, Wolfgang Christmann
, Alexander Kipp
, Tao Jiang
, Jia Liu
, Massimo Bertoncini
, Diego Arnone
, Alessandro Rossi

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

13 Scopus citations

Abstract

Energy-aware service centers take into account energy consumption of infrastructures, machines, applications, storage systems, and their distributed computing architecture. The approach to energy efficiency in data centers in the GAMES (Green Active Management of Energy in IT Service centers) project is presented: Green Performance Indicators (GPIs), i.e., properties that, continuously monitored, evidence the level of consumed energy by the center's IT resources, can be the basis of a systematic approach to increase energy efficiency. The GPIs are the basis for improving energy efficiency with adaptive actions and to achieve a higher level of green maturity, as prescribed, for instance, in the GreenGrid Data Center Maturity Model (DCMM), based on a usage-centric perspective in GPIs. The paper briefly describes monitoring of GPIs and the adaptation actions adopted to reach the green goals. Preliminary experimental results are discussed.

Original language	English
Title of host publication	Energy Efficient Data Centers - First International Workshop, E2DC 2012, Revised Selected Papers
Pages	1-12
Number of pages	12
DOIs	https://doi.org/10.1007/978-3-642-33645-4_1
State	Published - 30 Oct 2012
Externally published	Yes
Event	1st International Workshop on Energy Efficient Data Centers, E2DC 2012 - Madrid, Spain Duration: 8 May 2012 → 8 May 2012

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	7396 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	1st International Workshop on Energy Efficient Data Centers, E2DC 2012
Country/Territory	Spain
City	Madrid
Period	8/05/12 → 8/05/12

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Green Performance Indicators
adaptivity
control
data centers
energy-efficiency
monitoring

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-642-33645-4_1

Cite this

Pernici, B., Cappiello, C., Fugini, M. G., Plebani, P., Vitali, M., Salomie, I., Cioara, T., Anghel, I., Henis, E., Kat, R., Chen, D., Goldberg, G., Vor Dem Berge, M., Christmann, W., Kipp, A., Jiang, T., Liu, J., Bertoncini, M., Arnone, D., & Rossi, A. (2012). Setting energy efficiency goals in data centers: The GAMES approach. In Energy Efficient Data Centers - First International Workshop, E2DC 2012, Revised Selected Papers (pp. 1-12). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7396 LNCS). https://doi.org/10.1007/978-3-642-33645-4_1

Pernici, Barbara ; Cappiello, Cinzia ; Fugini, Maria Grazia et al. / Setting energy efficiency goals in data centers : The GAMES approach. Energy Efficient Data Centers - First International Workshop, E2DC 2012, Revised Selected Papers. 2012. pp. 1-12 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{3b7387b07ee842398e681e3d519ba884,

title = "Setting energy efficiency goals in data centers: The GAMES approach",

abstract = "Energy-aware service centers take into account energy consumption of infrastructures, machines, applications, storage systems, and their distributed computing architecture. The approach to energy efficiency in data centers in the GAMES (Green Active Management of Energy in IT Service centers) project is presented: Green Performance Indicators (GPIs), i.e., properties that, continuously monitored, evidence the level of consumed energy by the center's IT resources, can be the basis of a systematic approach to increase energy efficiency. The GPIs are the basis for improving energy efficiency with adaptive actions and to achieve a higher level of green maturity, as prescribed, for instance, in the GreenGrid Data Center Maturity Model (DCMM), based on a usage-centric perspective in GPIs. The paper briefly describes monitoring of GPIs and the adaptation actions adopted to reach the green goals. Preliminary experimental results are discussed.",

keywords = "Green Performance Indicators, adaptivity, control, data centers, energy-efficiency, monitoring",

author = "Barbara Pernici and Cinzia Cappiello and Fugini, \{Maria Grazia\} and Pierluigi Plebani and Monica Vitali and Ioan Salomie and Tudor Cioara and Ionut Anghel and Ealan Henis and Ronen Kat and Doron Chen and George Goldberg and \{Vor Dem Berge\}, Micha and Wolfgang Christmann and Alexander Kipp and Tao Jiang and Jia Liu and Massimo Bertoncini and Diego Arnone and Alessandro Rossi",

year = "2012",

month = oct,

day = "30",

doi = "10.1007/978-3-642-33645-4\_1",

language = "English",

isbn = "9783642336447",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

pages = "1--12",

booktitle = "Energy Efficient Data Centers - First International Workshop, E2DC 2012, Revised Selected Papers",

note = "1st International Workshop on Energy Efficient Data Centers, E2DC 2012 ; Conference date: 08-05-2012 Through 08-05-2012",

}

Pernici, B, Cappiello, C, Fugini, MG, Plebani, P, Vitali, M, Salomie, I, Cioara, T, Anghel, I, Henis, E, Kat, R, Chen, D, Goldberg, G, Vor Dem Berge, M, Christmann, W, Kipp, A, Jiang, T, Liu, J, Bertoncini, M, Arnone, D & Rossi, A 2012, Setting energy efficiency goals in data centers: The GAMES approach. in Energy Efficient Data Centers - First International Workshop, E2DC 2012, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7396 LNCS, pp. 1-12, 1st International Workshop on Energy Efficient Data Centers, E2DC 2012, Madrid, Spain, 8/05/12. https://doi.org/10.1007/978-3-642-33645-4_1

Setting energy efficiency goals in data centers: The GAMES approach. / Pernici, Barbara; Cappiello, Cinzia; Fugini, Maria Grazia et al.
Energy Efficient Data Centers - First International Workshop, E2DC 2012, Revised Selected Papers. 2012. p. 1-12 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7396 LNCS).

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

TY - GEN

T1 - Setting energy efficiency goals in data centers

T2 - 1st International Workshop on Energy Efficient Data Centers, E2DC 2012

AU - Pernici, Barbara

AU - Cappiello, Cinzia

AU - Fugini, Maria Grazia

AU - Plebani, Pierluigi

AU - Vitali, Monica

AU - Salomie, Ioan

AU - Cioara, Tudor

AU - Anghel, Ionut

AU - Henis, Ealan

AU - Kat, Ronen

AU - Chen, Doron

AU - Goldberg, George

AU - Vor Dem Berge, Micha

AU - Christmann, Wolfgang

AU - Kipp, Alexander

AU - Jiang, Tao

AU - Liu, Jia

AU - Bertoncini, Massimo

AU - Arnone, Diego

AU - Rossi, Alessandro

PY - 2012/10/30

Y1 - 2012/10/30

N2 - Energy-aware service centers take into account energy consumption of infrastructures, machines, applications, storage systems, and their distributed computing architecture. The approach to energy efficiency in data centers in the GAMES (Green Active Management of Energy in IT Service centers) project is presented: Green Performance Indicators (GPIs), i.e., properties that, continuously monitored, evidence the level of consumed energy by the center's IT resources, can be the basis of a systematic approach to increase energy efficiency. The GPIs are the basis for improving energy efficiency with adaptive actions and to achieve a higher level of green maturity, as prescribed, for instance, in the GreenGrid Data Center Maturity Model (DCMM), based on a usage-centric perspective in GPIs. The paper briefly describes monitoring of GPIs and the adaptation actions adopted to reach the green goals. Preliminary experimental results are discussed.

AB - Energy-aware service centers take into account energy consumption of infrastructures, machines, applications, storage systems, and their distributed computing architecture. The approach to energy efficiency in data centers in the GAMES (Green Active Management of Energy in IT Service centers) project is presented: Green Performance Indicators (GPIs), i.e., properties that, continuously monitored, evidence the level of consumed energy by the center's IT resources, can be the basis of a systematic approach to increase energy efficiency. The GPIs are the basis for improving energy efficiency with adaptive actions and to achieve a higher level of green maturity, as prescribed, for instance, in the GreenGrid Data Center Maturity Model (DCMM), based on a usage-centric perspective in GPIs. The paper briefly describes monitoring of GPIs and the adaptation actions adopted to reach the green goals. Preliminary experimental results are discussed.

KW - Green Performance Indicators

KW - adaptivity

KW - control

KW - data centers

KW - energy-efficiency

KW - monitoring

UR - https://www.scopus.com/pages/publications/84867875315

U2 - 10.1007/978-3-642-33645-4_1

DO - 10.1007/978-3-642-33645-4_1

M3 - Conference contribution

AN - SCOPUS:84867875315

SN - 9783642336447

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 1

EP - 12

BT - Energy Efficient Data Centers - First International Workshop, E2DC 2012, Revised Selected Papers

Y2 - 8 May 2012 through 8 May 2012

ER -

Pernici B, Cappiello C, Fugini MG, Plebani P, Vitali M, Salomie I et al. Setting energy efficiency goals in data centers: The GAMES approach. In Energy Efficient Data Centers - First International Workshop, E2DC 2012, Revised Selected Papers. 2012. p. 1-12. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-33645-4_1

Setting energy efficiency goals in data centers: The GAMES approach

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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