Energy efficiency and renewable energy integration in data centres. Strategies and modelling review

E Oró, V Depoorter, A Garcia, J Salom - Renewable and Sustainable …, 2015 - Elsevier
The continuous growth in size, complexity and energy density of data centres due to the
increasing demand for storage, networking and computation has become a worldwide …

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 …

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 …

Data center demand response: Avoiding the coincident peak via workload shifting and local generation

Z Liu, A Wierman, Y Chen, B Razon… - Proceedings of the ACM …, 2013 - dl.acm.org
Demand response is a crucial aspect of the future smart grid. It has the potential to provide
significant peak demand reduction and to ease the incorporation of renewable energy into …

Pricing data center demand response

Z Liu, I Liu, S Low, A Wierman - ACM SIGMETRICS Performance …, 2014 - dl.acm.org
Demand response is crucial for the incorporation of renewable energy into the grid. In this
paper, we focus on a particularly promising industry for demand response: data centers. We …

A cyber–physical systems approach to data center modeling and control for energy efficiency

L Parolini, B Sinopoli, BH Krogh… - Proceedings of the …, 2011 - ieeexplore.ieee.org
This paper presents data centers from a cyber–physical system (CPS) perspective. Current
methods for controlling information technology (IT) and cooling technology (CT) in data …

State-of-the-art research study for green cloud computing

SY **g, S Ali, K She, Y Zhong - The Journal of Supercomputing, 2013 - Springer
Although cloud computing has rapidly emerged as a widely accepted computing paradigm,
the research on cloud computing is still at an early stage. Cloud computing suffers from …

Technological drivers in data centers and telecom systems: Multiscale thermal, electrical, and energy management

SV Garimella, T Persoons, J Weibel, LT Yeh - Applied energy, 2013 - Elsevier
We identify technological drivers for tomorrow's data centers and telecommunications
systems, including thermal, electrical and energy management challenges, based on …

A multi-objective approach to virtual machine management in datacenters

J Xu, J Fortes - Proceedings of the 8th ACM international conference …, 2011 - dl.acm.org
Virtual machine (VM) consolidation has become increasingly important for improving
efficiencies of resource usage and power consumption in datacenters. Previous work has …

Adaptive control algorithm with a retraining technique to predict the optimal amount of chilled water in a data center cooling system

BR Park, YJ Choi, EJ Choi, JW Moon - Journal of Building Engineering, 2022 - Elsevier
We developed control algorithms based on one of three artificial-intelligence-based
retraining techniques (sliding window, vector adaptation, and vector augmentation) to …