JOURNAL ARTICLE

Productive Efficiency of Energy-Aware Data Centers

Damián Fernández-CereroAlejandro Fernández-MontesFrancisco Velasco Morente

Year: 2018 Journal:   Energies Vol: 11 (8)Pages: 2053-2053   Publisher: Multidisciplinary Digital Publishing Institute

Abstract

Information technologies must be made aware of the sustainability of cost reduction. Data centers may reach energy consumption levels comparable to many industrial facilities and small-sized towns. Therefore, innovative and transparent energy policies should be applied to improve energy consumption and deliver the best performance. This paper compares, analyzes and evaluates various energy efficiency policies, which shut down underutilized machines, on an extensive set of data-center environments. Data envelopment analysis (DEA) is then conducted for the detection of the best energy efficiency policy and data-center characterization for each case. This analysis evaluates energy consumption and performance indicators for natural DEA and constant returns to scale (CRS). We identify the best energy policies and scheduling strategies for high and low data-center demands and for medium-sized and large data-centers; moreover, this work enables data-center managers to detect inefficiencies and to implement further corrective actions.

Keywords:
Data center Efficient energy use Data envelopment analysis Energy consumption Computer science Scheduling (production processes) Environmental economics Energy (signal processing) Work (physics) Operations management Engineering Economics Operating system

Metrics

14
Cited By
4.46
FWCI (Field Weighted Citation Impact)
53
Refs
0.95
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
Green IT and Sustainability
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications

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