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 …

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 …

Deep reinforcement learning for energy and time optimized scheduling of precedence-constrained tasks in edge–cloud computing environments

A Jayanetti, S Halgamuge, R Buyya - Future Generation Computer Systems, 2022 - Elsevier
The wide-spread embracement and integration of Internet of Things (IoT) has inevitably lead
to an explosion in the number of IoT devices. This in turn has led to the generation of …

Big data meet green challenges: Greening big data

J Wu, S Guo, J Li, D Zeng - IEEE Systems Journal, 2016 - ieeexplore.ieee.org
Nowadays, there are two significant tendencies, how to process the enormous amount of
data, big data, and how to deal with the green issues related to sustainability and …

A review of power consumption models of servers in data centers

C **, 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 …

Energy-efficient data replication in cloud computing datacenters

D Boru, D Kliazovich, F Granelli, P Bouvry… - Cluster computing, 2015 - Springer
Cloud computing is an emerging paradigm that provides computing, communication and
storage resources as a service over a network. Communication resources often become a …

Energy and performance management of green data centers: A profit maximization approach

M Ghamkhari, H Mohsenian-Rad - IEEE transactions on Smart …, 2013 - ieeexplore.ieee.org
While a large body of work has recently focused on reducing data center's energy expenses,
there exists no prior work on investigating the trade-off between minimizing data center's …

Dynamic vm placement method for minimizing energy and carbon cost in geographically distributed cloud data centers

A Khosravi, LLH Andrew… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Cloud data centers consume a large amount of energy that leads to a high carbon footprint.
Taking into account a carbon tax imposed on the emitted carbon makes energy and carbon …

A big data-enabled consolidated framework for energy efficient software defined data centers in IoT setups

K Kaur, S Garg, G Kaddoum… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The rapidly evolving industry standards and transformative advances in the field of Internet
of Things are expected to create a tsunami of Big Data shortly. This, in turn, will demand real …