[HTML][HTML] Advanced data analytics modeling for evidence-based data center energy management

W Khan, D De Chiara, AL Kor, M Chinnici - Physica A: Statistical Mechanics …, 2023 - Elsevier
Over the past few decades, the demand for Data Center (DC) services has significantly
increased due to the world's growing need for internet access, social networking, and data …

AI for Automating Data Center Operations: Model Explainability in the Data Centre Context Using Shapley Additive Explanations (SHAP)

Y Gebreyesus, D Dalton, D De Chiara, M Chinnici… - Electronics, 2024 - mdpi.com
The application of Artificial Intelligence (AI) and Machine Learning (ML) models is
increasingly leveraged to automate and optimize Data Centre (DC) operations. However …

Exploratory data analysis for data center energy management

W Khan, D De Chiara, AL Kor, M Chinnici - Proceedings of the Thirteenth …, 2022 - dl.acm.org
The continuous improvement in energy efficiency of existing data centers would help reduce
their environmental footprints. Greening of Data Centers could be attained using renewable …

A Comparative Numerical Study of Effectiveness of Cold Aisle Containment in Data Centers by Varying Rack Porosity Using Computational Fluid Dynamics

GD Chethana, B Sadashivegowda - CFD Letters, 2024 - semarakilmu.com.my
Depending on specific needs and workloads, several racks with varied component densities
may be used in a data center. As server density increases, porosity decreases, and the …

Investigation of Single-Phase Immersion Cooling for Modern Data Centers

CG Dharanegowda, BS Gowda - Journal of Advanced …, 2023 - semarakilmu.com.my
Compact servers with a high energy density are the result of the telecommunications
industry's rapid advancement. Innovative cooling solutions are required due to the …

Optimizing Thermal Management: A Prototype Solution for Network Switch Overheating at Asia Pacific University (APU)

AK Pillay, R Abdulla, ME Rana… - 2023 IEEE 21st …, 2023 - ieeexplore.ieee.org
This research investigates the recurring issue of network switch overheating at Asia Pacific
University (APU), which has resulted in hardware failures and significant financial costs to …

Applying AI techniques to energy efficiency issue in Data Centre

A Chinnici, D De Chiara, M Chinnici - SHARE YOUR WORK …, 2023 - adacis-conf.com
The world's ever-increasing need for internet access, social networking, and data storage
has significantly raised the demand for Data Center (DC) services over the past decades …