Álvaro López García

59 papers C 1Misc 1Journal 50Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI4EOSC: a Federated Cloud Platform for Artificial Intelligence in Scientific Research. CoRR Ignacio Heredia, Álvaro López García, Germán Moltó, Amanda Calatrava, Valentin Kozlov, Alessandro Costantini, Viet D. Tran, Mário David, Daniel San Martín, Marcin Plóciennik, Marta Obregón Ruiz, Saúl Fernandez, Judith Sáinz-Pardo Díaz, Miguel Caballer, Caterina Alarcón Marín, Stefan Dlugolinský, Martin Seleng, Lisana Berberi, Khadijeh Alibabaei, Borja Esteban Sanchis, Pedro Castro, Giacinto Donvito, Diego Aguirre, Sergio Langarita, Vicente Rodríguez, Leonhard Duda, Andrés Heredia Canales, Susana Rebolledo Ruiz, João Machado, Giang Nguyen, Fernando Aguilar Gómez, Jaime Díez
2025	J	`jnl`	Best practices for AI-based image analysis applications in aquatic sciences: The iMagine case study. Ecol. Informatics Elnaz Azmi, Khadijeh Alibabaei, Valentin Kozlov, Tjerk Krijger, Gabriele Accarino, Sakina-Dorothée Ayata, Amanda Calatrava, Marco M. De Carlo, Decrop Wout, Donatello Elia, Sandro Fiore, Marco Francescangeli, Jean-Olivier Irisson, Rune Lagaisse, Martin Laviale, Antoine Lebeaud, Carolin Leluschko, Enoc Martínez, Germán Moltó, Igor Atake, Antonio Augusto Sepp Neves, Damian Smyth, Jesús Soriano-González, Muhammad Arabi Tayyab, Vanessa Tosello, Álvaro López García, Dick Schaap, Gergely Sipos
2025	J	`jnl`	DataLab as a Service: Distributed Computing Framework for Multi-Interactive Analysis Environments. IEEE Access Aida Palacio Hoz, Andrés Heredia Canales, Ezequiel Cimadevilla Álvarez, Marta Obregón Ruiz, Álvaro López García
2025	J	`jnl`	Enhancing the Convergence of Federated Learning Aggregation Strategies with Limited Data. CoRR Judith Sáinz-Pardo Díaz, Álvaro López García
2025	—	`conf`	Exploring Federated Learning for Thermal Urban Feature Segmentation - A Comparison of Centralized and Decentralized Approaches. ICCSA (1) 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, Frank Schultmann, Achim Streit
2025	J	`jnl`	Exploring Federated Learning for Thermal Urban Feature Segmentation - A Comparison of Centralized and Decentralized Approaches. CoRR 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, Frank Schultmann, Achim Streit
2025	J	`jnl`	Landscape of machine learning evolution: privacy-preserving federated learning frameworks and tools. Artif. Intell. Rev. Giang Thu Nguyen, Judith Sáinz-Pardo Díaz, Amanda Calatrava, Lisana Berberi, Oleksandr Lytvyn, Valentin Kozlov, Viet D. Tran, Germán Moltó, Álvaro López García
2025	J	`jnl`	Machine learning operations landscape: platforms and tools. Artif. Intell. Rev. Lisana Berberi, Valentin Kozlov, Giang Nguyen, Judith Sáinz-Pardo Díaz, Amanda Calatrava, Germán Moltó, Viet D. Tran, Álvaro López García
2025	J	`jnl`	Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks. CoRR Judith Sáinz-Pardo Díaz, Andreas Athanasiou, Kangsoo Jung, Catuscia Palamidessi, Álvaro López García
2025	—	`conf`	iMagine: AI-Powered Image Data Analysis in Aquatic Science. PASC Elnaz Azmi, Khadijeh Alibabaei, Valentin Kozlov, Álvaro López García, Dick Schaap, Gergely Sipos
2024	J	`jnl`	An Open Source Python Library for Anonymizing Sensitive Data. CoRR Judith Sáinz-Pardo Díaz, Álvaro López García
2024	J	`jnl`	Efficient and scalable covariate drift detection in machine learning systems with serverless computing. Future Gener. Comput. Syst. Jaime Céspedes Sisniega, Vicente Rodríguez, Germán Moltó, Álvaro López García
2024	—	`conf`	Experimental Demonstration of Optical Encryption Using Quantum Keys: Two Scenarios. OFC Morteza Ahmadian, Rafael J. Vicente, Juan Pedro Brito, Álvaro López García, Antonio Pastor, José Manuel Rivas-Moscoso, Jaume Comellas, Marc Ruiz, Vicente Martín, Luis Velasco
2024	J	`jnl`	Frouros: An open-source Python library for drift detection in machine learning systems. SoftwareX Jaime Céspedes Sisniega, Álvaro López García
2024	C	`conf`	Making Federated Learning Accessible to Scientists: The AI4EOSC Approach. IH&MMSec Judith Sáinz-Pardo Díaz, Andrés Heredia Canales, Ignacio Heredia Cacha, Viet D. Tran, Giang T. Nguyen, Khadijeh Alibabaei, Marta Obregón Ruiz, Susana Rebolledo Ruiz, Álvaro López García
2024	J	`jnl`	Network security AIOps for online stream data monitoring. Neural Comput. Appl. Giang T. Nguyen, Stefan Dlugolinský, Viet D. Tran, Álvaro López García
2024	J	`jnl`	Personalized Federated Learning for improving radar based precipitation nowcasting on heterogeneous areas. CoRR 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
2024	J	`jnl`	Personalized federated learning for improving radar based precipitation nowcasting on heterogeneous areas. Earth Sci. Informatics 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
2023	J	`jnl`	A container-based workflow for distributed training of deep learning algorithms in HPC clusters. Clust. Comput. Jose González-Abad, Álvaro López García, Valentin Y. Kozlov
2023	Misc	`conf`	Comparison of machine learning models applied on anonymized data with different techniques. CSR Judith Sáinz-Pardo Díaz, Álvaro López García
2023	J	`jnl`	Comparison of machine learning models applied on anonymized data with different techniques. CoRR Judith Sáinz-Pardo Díaz, Álvaro López García
2023	J	`jnl`	Study of the performance and scalability of federated learning for medical imaging with intermittent clients. Neurocomputing Judith Sáinz-Pardo Díaz, Álvaro López García
2022	J	`jnl`	A Container-Based Workflow for Distributed Training of Deep Learning Algorithms in HPC Clusters. CoRR Jose González-Abad, Álvaro López García, Valentin Y. Kozlov
2022	J	`jnl`	Forecasting COVID-19 spreading trough an ensemble of classical and machine learning models: Spain's case study. CoRR Ignacio Heredia Cacha, Judith Sáinz-Pardo Díaz, María Castrillo Melguizo, Álvaro López García
2022	J	`jnl`	Frouros: A Python library for drift detection in Machine Learning problems. CoRR Jaime Céspedes Sisniega, Álvaro López García
2022	J	`jnl`	Study of the performance and scalability of federated learning for medical imaging with intermittent clients. CoRR Judith Sáinz-Pardo Díaz, Álvaro López García
2022	J	`jnl`	pyCANON: A Python library to check the level of anonymity of a dataset. CoRR Judith Sáinz-Pardo Díaz, Álvaro López García
2020	J	`jnl`	A Cloud-Based Framework for Machine Learning Workloads and Applications. IEEE Access 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, 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
2020	J	`jnl`	Deep Learning for Proactive Network Monitoring and Security Protection. IEEE Access Giang Nguyen, Stefan Dlugolinský, Viet D. Tran, Álvaro López García
2020	J	`jnl`	Estimation of high frequency nutrient concentrations from water quality surrogates using machine learning methods. CoRR María Castrillo, Álvaro López García
2019	J	`jnl`	An efficient cloud scheduler design supporting preemptible instances. Future Gener. Comput. Syst. Álvaro López García, Enol Fernández-del-Castillo, Isabel Campos Plasencia
2019	—	`conf`	Benchmarking Deep Learning Infrastructures by Means of TensorFlow and Containers. ISC Workshops Adrian Grupp, Valentin Kozlov, Isabel Campos Plasencia, Mário David, Jorge Gomes, Álvaro López García
2019	J	`jnl`	DEEPaaS API: a REST API for Machine Learning and Deep Learning models. J. Open Source Softw. Álvaro López García
2019	J	`jnl`	Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey. Artif. Intell. Rev. Giang Nguyen, Stefan Dlugolinský, Martin Bobák, Viet D. Tran, Álvaro López García, Ignacio Heredia, Peter Malík, Ladislav Hluchý
2018	J	`jnl`	An efficient cloud scheduler design supporting preemptible instances. CoRR Álvaro López García, Enol Fernández-del-Castillo, Isabel Campos Plasencia
2018	J	`jnl`	Enabling rootless Linux Containers in multi-user environments: The Comput. Phys. Commun. Jorge A. T. Gomes, Emanuele Bagnaschi, Isabel Campos Plasencia, Mário David, Luís Alves, João Martins, João Murta Pina, Álvaro López García, Pablo Orviz Fernández
2018	J	`jnl`	INDIGO-DataCloud: a Platform to Facilitate Seamless Access to E-Infrastructures. J. Grid Comput. Davide Salomoni, Isabel Campos Plasencia, Luciano Gaido, Jesús E. Marco de Lucas, P. Solagna, Jorge Gomes, Ludek Matyska, P. Fuhrman, Marcus Hardt, Giacinto Donvito, Lukasz Dutka, Marcin Plóciennik, Roberto Barbera, Ignacio Blanquer, Andrea Ceccanti, Eva Cetinic, Mário David, Doina Cristina Duma, Álvaro López García, Germán Moltó, Pablo Orviz Fernández, Zdenek Sustr, Matthew Viljoen, Fernando Aguilar, Luís Alves, Marica Antonacci, Lucio Angelo Antonelli, Stefano Bagnasco, A. Bonving, Riccardo Bruno, Y. Chen, Alessandro Costa, Davor Davidovic, Benjamin Ertl, Marco Fargetta, Sandro Fiore, S. Gallozzi, Z. Kurkcuoglu, Lara Lloret Iglesias, J. Martins, Alessandra Nuzzo, Paola Nassisi, Cosimo Palazzo, João Murta Pina, Eva Sciacca, Daniele Spiga, Marco Antonio Tangaro, Michal Urbaniak, Sara Vallero, Bas Wegh, Valentina Zaccolo, Federico Zambelli, Tomasz Zok
2018	J	`jnl`	Orchestrating Complex Application Architectures in Heterogeneous Clouds. J. Grid Comput. Miguel Caballer, Sahdev Zala, Álvaro López García, Germán Moltó, Pablo Orviz Fernández, Mathieu Velten
2018	J	`jnl`	Resource provisioning in Science Clouds: Requirements and challenges. Softw. Pract. Exp. Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández, Isabel Campos Plasencia, Jesús Marco de Lucas
2018	J	`jnl`	umd-verification: Automation of Software Validation for the EGI Federated e-Infrastructure. J. Grid Comput. Pablo Orviz Fernández, João Murta Pina, Álvaro López García, Isabel Campos Plasencia, Mário David, Jorge Gomes
2018	J	`jnl`	umd-verification: Automation of Software Validation for the EGI federated e-Infrastructure. CoRR Pablo Orviz Fernández, João Murta Pina, Álvaro López García, Isabel Campos Plasencia, Mário David, Jorge Gomes
2017	J	`jnl`	Efficient image deployment in cloud environments. CoRR Álvaro López García, Enol Fernández-del-Castillo
2017	J	`jnl`	Enabling rootless Linux Containers in multi-user environments: the udocker tool. CoRR Jorge Gomes, Isabel Campos Plasencia, Emanuele Bagnaschi, Mário David, Luís Alves, João Martins, João Murta Pina, Álvaro López García, Pablo Orviz Fernández
2017	J	`jnl`	INDIGO-DataCloud: A data and computing platform to facilitate seamless access to e-infrastructures. CoRR Davide Salomoni, Luciano Gaido, Isabel Campos Plasencia, Jesús E. Marco de Lucas, P. Solagna, Jorge Gomes, Ludek Matyska, P. Fuhrman, Marcus Hardt, Giacinto Donvito, Lukasz Dutka, Marcin Plóciennik, Roberto Barbera, Cristina Aiftimiei, Ignacio Blanquer, Andrea Ceccanti, Mário David, Álvaro López García, Germán Moltó, Pablo Orviz Fernández, Zdenek Sustr, Matthew Viljoen, Fernando Aguilar, Luís Alves, A. Bonving, Riccardo Bruno, Davor Davidovic, Marco Fargetta, Y. Chen, Sandro Fiore, Z. Kurkcuoglu, Lara Lloret Iglesias, J. Martins, Alessandra Nuzzo, Paola Nassisi, João Murta Pina, Eva Sciacca, Daniele Spiga, Marco Antonio Tangaro, Michal Urbaniak, Bas Wegh, Tomasz Zok
2017	J	`jnl`	Improved Cloud resource allocation: how INDIGO-DataCloud is overcoming the current limitations in Cloud schedulers. CoRR Álvaro López García, Lisa Zangrando, Massimo Sgaravatto, Vincent Llorens, Sara Vallero, Valentina Zaccolo, Stefano Bagnasco, Sonia Taneja, Stefano Dal Pra, Davide Salomoni, Giacinto Donvito
2017	J	`jnl`	Orchestrating Complex Application Architectures in Heterogeneous Clouds. CoRR Miguel Caballer, Sahdev Zala, Álvaro López García, Germán Moltó, Pablo Orviz Fernández, Mathieu Velten
2017	J	`jnl`	Resource provisioning in Science Clouds: Requirements and challenges. CoRR Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández, Isabel Campos Plasencia, Jesús Marco de Lucas
2017	J	`jnl`	Standards for enabling heterogeneous IaaS cloud federations. CoRR Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández
2016	J	`jnl`	Efficient image deployment in cloud environments. J. Netw. Comput. Appl. Álvaro López García, Enol Fernández-del-Castillo
2016	—	`conf`	Evolution of the Open Cloud Computing Interface. CLOSER (2) Boris Parák, Zdenek Sustr, Michal Kimle, Pablo Orviz Fernández, Álvaro López García, Stavros Sachtouris, Víctor Méndez Muñoz
2016	J	`jnl`	INDIGO-Datacloud: foundations and architectural description of a Platform as a Service oriented to scientific computing. CoRR Davide Salomoni, Isabel Campos Plasencia, Luciano Gaido, Giacinto Donvito, P. Fuhrman, J. Marco, Álvaro López García, Pablo Orviz Fernández, Ignacio Blanquer, Germán Moltó, Marcin Plóciennik, Michal Owsiak, Michal Urbaniak, Marcus Hardt, Andrea Ceccanti, Bas Wegh, Jorge Gomes, Mário David, Cristina Aiftimiei, Lukasz Dutka, Sandro Fiore, Giovanni Aloisio, Roberto Barbera, Riccardo Bruno, Marco Fargetta, Emidio Giorgio, S. Reynaud, L. Schwarz
2016	J	`jnl`	Standards for enabling heterogeneous IaaS cloud federations. Comput. Stand. Interfaces Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández
2016	J	`jnl`	ooi: OpenStack OCCI interface. SoftwareX Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández
2015	—	`conf`	The EGI Federated Cloud e-Infrastructure. Cloud Forward Enol Fernández-del-Castillo, Diego Scardaci, Álvaro López García
2013	J	`jnl`	Analysis of Scientific Cloud Computing requirement. CoRR Álvaro López García, Enol Fernández-del-Castillo
2013	—	`conf`	Identity Federation with VOMS in Cloud Infrastructures. CloudCom (1) Álvaro López García, Enol Fernández-del-Castillo, Mattieu Puel
2012	J	`jnl`	Fostering Multi-Scientific Usage in the Iberian Production Infrastructure. Comput. Informatics Gonçalo Borges, Mário David, Hugo Gomes, Jorge A. T. Gomes, João Martins, João Murta Pina, Ignacio Blanquer, David Arce, Miguel Caballer, Álvaro López García, Pablo Orviz Fernández, Isabel Campos Plasencia, Jesus Marco, Álvaro Simón
2012	J	`jnl`	Phenomenology Tools on Cloud Infrastructures using OpenStack CoRR Isabel Campos Plasencia, Enol Fernández-del-Castillo, Sven Heinemeyer, Álvaro López García, F. von der Pahlen
2012	J	`jnl`	Software Provision Process for EGI. Comput. Informatics Mário David, Gonçalo Borges, Jorge A. T. Gomes, João Murta Pina, Isabel Campos Plasencia, Enol Fernández-del-Castillo, Álvaro López García, Pablo Orviz Fernández, Javier López Cacheiro, Carlos Fernández, Álvaro Simón