Benchmarking Deep Learning Infrastructures by Means of TensorFlow and Containers. - Adrian Grupp; Valentin Kozlov; Isabel Campos Plasencia; Mário David; Jorge Gomes 001; Álvaro López García (ISC Workshops, 2019)

A Cloud-Based Framework for Machine Learning Workloads and Applications. - Álvaro López García; Viet D. Tran; Andy S. Alic; Miguel Caballer; Isabel Campos Plasencia; Alessandro Costantini; Stefan Dlugolinský; Doina Cristina Duma; Giacinto Donvito; Jorge Gomes 001; Ignacio Heredia Cacha; Jesús E. Marco de Lucas; et al. (IEEE Access, 2020)

A survey of the European Open Science Cloud services for expanding the capacity and capabilities of multidisciplinary scientific applications. - Amanda Calatrava; Hernán Asorey; Ján Astalos; Alberto Azevedo; Francesco Benincasa; Ignacio Blanquer; Martin Bobák 001; Francisco Vilar Brasileiro; Laia Codó; Laura del Cano; Borja Esteban; Meritxell Ferret; et al. (Comput. Sci. Rev., 2023)

A container-based workflow for distributed training of deep learning algorithms in HPC clusters. - Jose González-Abad; Álvaro López García; Valentin Y. Kozlov (Clust. Comput., 2023)

Personalized federated learning for improving radar based precipitation nowcasting on heterogeneous areas. - Judith Sáinz-Pardo Díaz; María Castrillo; Juraj Bartok; Ignacio Heredia Cacha; Irina Malkin Ondík; Ivan Martynovskyi; Khadijeh Alibabaei; Lisana Berberi; Valentin Kozlov; Álvaro López García (Earth Sci. Informatics, 2024)

Exploring Federated Learning for Thermal Urban Feature Segmentation - A Comparison of Centralized and Decentralized Approaches. - Leonhard Duda; Khadijeh Alibabaei; Elena Vollmer; Leon Klug; Valentin Kozlov; Lisana Berberi; Mishal Benz; Rebekka Volk; Juan Pedro Gutiérrez H. Muriedas; Markus Götz; Judith Sáinz-Pardo Díaz; Álvaro López García; et al. (ICCSA (1), 2025)

iMagine: AI-Powered Image Data Analysis in Aquatic Science. - Elnaz Azmi; Khadijeh Alibabaei; Valentin Kozlov; Álvaro López García; Dick Schaap; Gergely Sipos (PASC, 2025)

Landscape of machine learning evolution: privacy-preserving federated learning frameworks and tools. - Giang Thu Nguyen; Judith Sáinz-Pardo Díaz; Amanda Calatrava; Lisana Berberi; Oleksandr Lytvyn; Valentin Kozlov; Viet D. Tran; Germán Moltó; Álvaro López García (Artif. Intell. Rev., 2025)

Machine learning operations landscape: platforms and tools. - Lisana Berberi; Valentin Kozlov; Giang Nguyen 001; Judith Sáinz-Pardo Díaz; Amanda Calatrava; Germán Moltó; Viet D. Tran; Álvaro López García (Artif. Intell. Rev., 2025)