no code implementations • 17 Dec 2023 • Patricia Arroba, José L. Risco-Martín, José M. Moya, José L. Ayala
Data centers handle impressive high figures in terms of energy consumption, and the growing popularity of Cloud applications is intensifying their computational demand.
no code implementations • 11 May 2023 • Román Cárdenas, Patricia Arroba, José L. Risco-Martín
The Internet of Things is transforming our society, providing new services that improve the quality of life and resource management.
no code implementations • 11 Nov 2022 • Marina Zapater, José L. Risco-Martín, Patricia Arroba, José L. Ayala, José M. Moya, Román Hermida
By using Gramatical Evolution techniques, this paper presents a methodology for the generation of temperature models for data centers and the runtime prediction of CPU and inlet temperature under variable cooling setups.
1 code implementation • 12 Jan 2022 • Jaime Pérez, Patricia Arroba, José M. Moya
This paper proposes a time-series data augmentation methodology based on synthetic scenario forecasting within the Data Center.