Search Results for author: Patricia Arroba

Found 4 papers, 1 papers with code

Heuristics and Metaheuristics for Dynamic Management of Computing and Cooling Energy in Cloud Data Centers

no code implementations17 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.

Management

Bringing AI to the edge: A formal M&S specification to deploy effective IoT architectures

no code implementations11 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.

Management

Runtime data center temperature prediction using Grammatical Evolution techniques

no code implementations11 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.

Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks

1 code implementation12 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.

Data Augmentation Time Series +2

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