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 on efficient thermal management of air-and liquid-cooled data centers: From chip to the cooling system

AH Khalaj, SK Halgamuge - Applied energy, 2017 - Elsevier
The growing global demand for services offered by data centers (DCs) has increased their
total power consumption and carbon emissions. Recent figures revealed that DCs account …

Optimizing energy consumption for data centers

H Rong, H Zhang, S **ao, 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 …

Toward a systematic survey for carbon neutral data centers

Z Cao, X Zhou, H Hu, Z Wang… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Data centers are experiencing unprecedented growth as the fourth industrial revolution's
supporting pillars and the engine for the future digitalized world. However, data centers are …

[HTML][HTML] Utilizing data center waste heat in district heating–Impacts on energy efficiency and prospects for low-temperature district heating networks

M Wahlroos, M Pärssinen, J Manner, S Syri - Energy, 2017 - Elsevier
Data centers seek solutions to increase energy efficiency and lower costs by novel methods.
Waste heat utilization is considered to be one of the major trends in the near future …

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 …

[HTML][HTML] Future views on waste heat utilization–Case of data centers in Northern Europe

M Wahlroos, M Pärssinen, S Rinne, S Syri… - … and Sustainable Energy …, 2018 - Elsevier
In this study the potential for data center waste heat utilization was analyzed in the Nordic
countries. An overview of upcoming data center projects where waste heat is utilized is …

Transforming cooling optimization for green data center via deep reinforcement learning

Y Li, Y Wen, D Tao, K Guan - IEEE transactions on cybernetics, 2019 - ieeexplore.ieee.org
Data center (DC) plays an important role to support services, such as e-commerce and cloud
computing. The resulting energy consumption from this growing market has drawn …

Renewable and cooling aware workload management for sustainable data centers

Z Liu, Y Chen, C Bash, A Wierman, D Gmach… - Proceedings of the 12th …, 2012 - dl.acm.org
Recently, the demand for data center computing has surged, increasing the total energy
footprint of data centers worldwide. Data centers typically comprise three subsystems: IT …

HUNTER: AI based holistic resource management for sustainable cloud computing

S Tuli, SS Gill, M Xu, P Garraghan, R Bahsoon… - Journal of Systems and …, 2022 - Elsevier
The worldwide adoption of cloud data centers (CDCs) has given rise to the ubiquitous
demand for hosting application services on the cloud. Further, contemporary data-intensive …