CPU usage prediction model: a simplified VM clustering approach

R Estrada, I Valeriano, X Aizaga - Conference on Complex, Intelligent, and …, 2023 - Springer
Abstract Machine learning algorithms play an important role in resource management,
allowing the improvement of the efficiency of resource usage in data centers (DCs) by …

Energy consumption monitoring and prediction system for it equipment

N Vera, P Farinango, R Estrada - Procedia Computer Science, 2024 - Elsevier
This paper focuses on the monitoring and prediction of the energy consumption of IT
equipment to make informed decisions in terms of energy efficiency. The challenge with …

[HTML][HTML] DATAEMS: Design and development of a data analysis-based energy monitoring system

MS Hossain, IA Chowdhury - e-Prime-Advances in Electrical Engineering …, 2023 - Elsevier
Electrical load forecasting is now a key component of planning and running a smart grid due
to the ongoing integration of green energy sources (RES) into the energy mix and the …

Powering up the it equipment and cooling units of cloud data centers using photovoltaic-fed microgrid

SB Prusty, LR Behera, PS Roy… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Cloud computing infrastructure is designed to support seamless accessability and
availability of different services to consumers over the internet. Cloud data centers require a …

Energy Consumption Prediction System based on clustering techniques

R Estrada, P Farinango, K Santana… - Procedia Computer …, 2024 - Elsevier
The ability to predict energy consumption in buildings and homes is becoming an
increasingly crucial aspect of energy management. This ability could help the environment …

Energy Prediction for Efficient Resource Management in IoT-enabled Data Centres

S Mane, M Kulkarni, S Gupta - Technologies for Energy …, 2025 - taylorfrancis.com
Internet of Things (IoT) enabled Data Centres (DC), play a vital role in managing and
sustaining modern information-driven infrastructure. Accurate energy prediction is the major …