[HTML][HTML] A machine learning solution for data center thermal characteristics analysis

A Grishina, M Chinnici, AL Kor, E Rondeau… - Energies, 2020 - mdpi.com
The energy efficiency of Data Center (DC) operations heavily relies on a DC ambient
temperature as well as its IT and cooling systems performance. A reliable and efficient …

Benefit-cost model for comparing data center performance from a biomimicry perspective

S Kubler, E Rondeau, JP Georges, PL Mutua… - Journal of cleaner …, 2019 - Elsevier
Data centers are estimated to have the fastest growing carbon footprint from across the
whole information and communication technology (ICT) sector. Evaluating the performance …

[HTML][HTML] Thermal awareness to enhance data center energy efficiency

A Grishina, M Chinnici, AL Kor, D De Chiara… - Cleaner Engineering …, 2022 - Elsevier
Data centers aim at provisioning on-demand processing, storage and networking
capabilities in a reliable and scalable way. In this context, proper maintenance of IT …

Energy-oriented analysis of HPC cluster queues: emerging metrics for sustainable data center

A Grishina, M Chinnici, D De Chiara… - Applied Physics, System …, 2019 - Springer
This work analyzes a very subtle kind of energy metrics for Data Centers (DCs), namely
productivity metrics which affect the global energy efficiency assessment in a DC since they …

Data center for smart cities: Energy and sustainability issue

A Grishina, M Chinnici, AL Kor, E Rondeau… - Big Data Platforms and …, 2021 - Springer
In a smart city environment, Data Centers (DCs) play a fundamental role, since they enable
urban applications by processing big data which comes from interconnected systems. These …

Data center energy efficiency assessment based on real data analysis

A Grishina - 2019 - lutpub.lut.fi
This work covers energy efficiency analysis of Data Center (DC) operations. DCs empower a
wide variety of applications and enhance decision making processes. Having such a crucial …

[PDF][PDF] Energy-oriented analysis of HPC Cluster

A Grishina, M Chinnici, D De Chiara, E Rondeau, A Kor - 2019 - academia.edu
This work analyzes a very subtle kind of energy metrics for Data Centers (DCs), namely
productivity metrics which affect the global energy efficiency assessment in DC since they …