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 survey of industrial applications of Demand Response

MH Shoreh, P Siano, M Shafie-khah, V Loia… - Electric Power Systems …, 2016 - Elsevier
Industrial consumers have traditionally provided flexibility for power systems through various
Demand Response (DR) programs in different regions of the world, but below their real …

Carbon explorer: A holistic framework for designing carbon aware datacenters

B Acun, B Lee, F Kazhamiaka, K Maeng… - Proceedings of the 28th …, 2023 - dl.acm.org
Technology companies reduce their datacenters' carbon footprint by investing in renewable
energy generation and receiving credits from power purchase agreements. Annually …

Demand response of ancillary service from industrial loads coordinated with energy storage

X Zhang, G Hug, JZ Kolter… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
As one of the featured initiatives in smart grids, demand response is enabling active
participation of electricity consumers in the supply/demand balancing process, thereby …

Opportunities and challenges for data center demand response

A Wierman, Z Liu, I Liu… - International Green …, 2014 - ieeexplore.ieee.org
This paper surveys the opportunities and challenges in an emerging area of research that
has the potential to significantly ease the incorporation of renewable energy into the grid as …

A survey of challenges and solutions for the integration of renewable energy in datacenters

G Rostirolla, L Grange, T Minh-Thuyen, P Stolf… - … and Sustainable Energy …, 2022 - Elsevier
As more and more activities are moving online, the need for datacenters is increasing which
raises their energy consumption and the resulting greenhouse gas emissions. The supply of …

Online convex optimization with time-varying constraints and bandit feedback

X Cao, KJR Liu - IEEE Transactions on automatic control, 2018 - ieeexplore.ieee.org
In this paper, online convex optimization problem with time-varying constraints is studied
from the perspective of an agent taking sequential actions. Both the objective function and …

A review on energy efficiency and demand response with focus on small and medium data centers

TL Vasques, P Moura, A de Almeida - Energy Efficiency, 2019 - Springer
Data centers are the backbone of a growing number of activities in modern economies.
However, the large increase of digital content, big data, e-commerce, and Internet traffic is …

Green data center with IoT sensing and cloud-assisted smart temperature control system

Q Liu, Y Ma, M Alhussein, Y Zhang, L Peng - Computer Networks, 2016 - Elsevier
With the growing shortage of energy around the world, energy efficiency is one of the most
important considerations for a data center. In this paper, we propose a green data center air …

Optimal demand bidding for time-shiftable loads

H Mohsenian-Rad - IEEE Transactions on Power Systems, 2014 - ieeexplore.ieee.org
Time-shiftable loads have recently received an increasing attention due to their role in
creating load flexibility and enhancing demand response and peak-load shaving programs …