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Journal Articles
- 2023
[j3]Jose González-Abad
, Álvaro López García, Valentin Y. Kozlov:
A container-based workflow for distributed training of deep learning algorithms in HPC clusters. Clust. Comput. 26(5): 2815-2834 (2023)- [j2]Amanda Calatrava, Hernán Asorey, Ján Astalos, Alberto Azevedo, Francesco Benincasa, Ignacio Blanquer, Martin Bobák, Francisco Vilar Brasileiro, Laia Codó, Laura del Cano, Borja Esteban, Meritxell Ferret, Josef Handl, Tobias Kerzenmacher, Valentin Kozlov, Ales Krenek, Ricardo Martins, Manuel Pavesio, Antonio Juan Rubio-Montero, Juan Sánchez-Ferrero:
A survey of the European Open Science Cloud services for expanding the capacity and capabilities of multidisciplinary scientific applications. Comput. Sci. Rev. 49: 100571 (2023) - 2020
- [j1]Álvaro López García, Viet D. Tran, Andy S. Alic, Miguel Caballer, Isabel Campos Plasencia, Alessandro Costantini, Stefan Dlugolinsky, Doina Cristina Duma, Giacinto Donvito, Jorge Gomes, Ignacio Heredia Cacha, Jesús E. Marco de Lucas, Keiichi Ito, Valentin Kozlov, Giang T. Nguyen, Pablo Orviz Fernández, Zdenek Sustr, Pawel Wolniewicz, Marica Antonacci, Wolfgang zu Castell, Mário David, Marcus Hardt, Lara Lloret Iglesias, Germán Moltó, Marcin Plóciennik:
A Cloud-Based Framework for Machine Learning Workloads and Applications. IEEE Access 8: 18681-18692 (2020)
Conference and Workshop Papers
- 2019
- [c1]Adrian Grupp, Valentin Kozlov, Isabel Campos Plasencia, Mário David, Jorge Gomes, Álvaro López García:
Benchmarking Deep Learning Infrastructures by Means of TensorFlow and Containers. ISC Workshops 2019: 478-489
Informal and Other Publications
- 2024
- [i3]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:
Personalized Federated Learning for improving radar based precipitation nowcasting on heterogeneous areas. CoRR abs/2408.05761 (2024) - 2022
- [i2]Jose González-Abad, Álvaro López García, Valentin Y. Kozlov:
A Container-Based Workflow for Distributed Training of Deep Learning Algorithms in HPC Clusters. CoRR abs/2208.02498 (2022) - [i1]Amanda Calatrava, Hernán Asorey, Ján Astalos, Alberto Azevedo, Francesco Benincasa, Ignacio Blanquer, Martin Bobák, Francisco V. Brasileiro, Laia Codó, Laura del Cano, Borja Esteban, Meritxell Ferret, Josef Handl, Tobias Kerzenmacher, Valentin Kozlov, Ales Krenek, Ricardo Martins, Manuel Pavesio, Antonio J. Rubio-Montero, Juan Sánchez-Ferrero:
A survey of the European Open Science Cloud services for expanding the capacity and capabilities of multidisciplinary scientific applications. CoRR abs/2211.07738 (2022)
Coauthor Index
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