A systematic review of green-aware management techniques for sustainable data center

W Lin, J Lin, Z Peng, H Huang, W Lin, K Li - … Computing: Informatics and …, 2024 - Elsevier
Cloud computing is one of the powerful engines driving global industrial upgrading and the
booming digital economy. However, the explosive growth of cloud data centers (DCs) has …

Energy‐aware high‐performance computing: survey of state‐of‐the‐art tools, techniques, and environments

P Czarnul, J Proficz, A Krzywaniak - Scientific Programming, 2019 - Wiley Online Library
The paper presents state of the art of energy‐aware high‐performance computing (HPC), in
particular identification and classification of approaches by system and device types …

Machine learning-based temperature prediction for runtime thermal management across system components

K Zhang, A Guliani, S Ogrenci-Memik… - … on parallel and …, 2017 - ieeexplore.ieee.org
Elevated temperatures limit the peak performance of systems because of frequent
interventions by thermal throttling. Non-uniform thermal states across system nodes also …

Multi-objective task scheduling to minimize energy consumption and makespan of cloud computing using NSGA-II

A Sathya Sofia, P GaneshKumar - Journal of Network and Systems …, 2018 - Springer
The utilization of cloud services has significantly increased due to the easiness in
accessibility, better performance, and decrease in the high initial cost. In general, cloud …

Energy-aware virtual machine placement based on a holistic thermal model for cloud data centers

J Lin, W Lin, W Wu, W Lin, K Li - Future Generation Computer Systems, 2024 - Elsevier
As energy-intensive infrastructures, data centers (DCs) have become a pressing challenge
for managers due to their significant energy consumption and carbon emissions. Information …

Spatio-temporal thermal-aware scheduling for homogeneous high-performance computing datacenters

H Sun, P Stolf, JM Pierson - Future Generation Computer Systems, 2017 - Elsevier
Datacenters have become an important part of today's computing infrastructure. Recent
studies have shown the increasing importance of thermal considerations to achieve effective …

Dynamic load balancing in distributed exascale computing systems

SL Mirtaheri, L Grandinetti - Cluster Computing, 2017 - Springer
According to exascale computing roadmap, the dynamic nature of new generation scientific
problems needs an undergoing review in the static management of computing resources …

Thermal modeling and thermal-aware energy saving methods for cloud data centers: a review

J Lin, W Lin, H Huang, W Lin, K Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Constructing energy-efficient cloud data centers (CDCs) is an essential path for the further
expansion of cloud computing. As one of the core subsystems of a data center, the cooling …

Reliable power and time-constraints-aware predictive management of heterogeneous exascale systems

W Fornaciari, G Agosta, D Atienza… - Proceedings of the 18th …, 2018 - dl.acm.org
The transition to Exascale computing is going to be characterised by an increased range of
application classes. In addition to traditional massively parallel" number crunching" …

[HTML][HTML] Reuse of data center waste heat in nearby neighborhoods: A neural networks-based prediction model

M Antal, T Cioara, I Anghel, R Gorzenski… - Energies, 2019 - mdpi.com
This paper addresses the problem of data centers' cost efficiency considering the potential of
reusing the generated heat in district heating networks. We started by analyzing the …