Data center energy consumption modeling: A survey

M Dayarathna, Y Wen, R Fan - IEEE Communications surveys …, 2015 - ieeexplore.ieee.org
Data centers are critical, energy-hungry infrastructures that run large-scale Internet-based
services. Energy consumption models are pivotal in designing and optimizing energy …

Optimizing energy consumption for data centers

H Rong, H Zhang, S Xiao, C Li, C Hu - Renewable and Sustainable Energy …, 2016 - Elsevier
Big data applications have become increasingly popular with the appearance of cloud
computing and green computing. Therefore, internet service providers (ISPs) need to build …

A review of data centers energy consumption and reliability modeling

KMU Ahmed, MHJ Bollen, M Alvarez - IEEE access, 2021 - ieeexplore.ieee.org
Enhancing the efficiency and the reliability of the data center are the technical challenges for
maintaining the quality of services for the end-users in the data center operation. The energy …

A review of energy efficiency evaluation metrics for data centers

X Shao, Z Zhang, P Song, Y Feng, X Wang - Energy and Buildings, 2022 - Elsevier
The rapid development of the Internet requires data center infrastructures to be extended to
a large scale with a higher power capacity and a reduction in energy consumption and …

A review of power consumption models of servers in data centers

C Jin, X Bai, C Yang, W Mao, X Xu - applied energy, 2020 - Elsevier
This study provides an overview of power consumption models of servers in data centers.
The server is the basic unit of both power and heat flow paths; therefore, its power …

Global trends, performance metrics, and energy reduction measures in datacom facilities

A Isazadeh, D Ziviani, DE Claridge - Renewable and sustainable energy …, 2023 - Elsevier
Over the last decade, the demand for data center and network services has increased
dramatically. To meet this demand, global average rack power density has risen from 2.4 …

Green internet of things (G-IoT): ICT technologies, principles, applications, projects, and challenges

A Solanki, A Nayyar - Handbook of research on big data and the IoT, 2019 - igi-global.com
Smart world is envisioned via the fusion of diverse technologies like sensor
communications, cloud computing, internet of things, AI, machine and deep learning. No …

Toward energy-efficient cloud computing: a survey of dynamic power management and heuristics-based optimization techniques

N Khattar, J Sidhu, J Singh - The Journal of Supercomputing, 2019 - Springer
Cloud computing is the most prominent computing paradigm in the present era of
information technology. However, data centers needed for hosting cloud services demand …

A review on airflow management in data centers

WX Chu, CC Wang - applied energy, 2019 - Elsevier
This study provides a review upon airflow management in data centers. Based on the
available airflow path, cooling systems in data centers are categorized as long-distance …

A bibliometric approach to tracking big data research trends

A Kalantari, A Kamsin, HS Kamaruddin… - Journal of big …, 2017 - Springer
The explosive growing number of data from mobile devices, social media, Internet of Things
and other applications has highlighted the emergence of big data. This paper aims to …