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ORCIDÁlvaro López García
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- affiliation: Spanish National Research Council, Instituto de Física de Cantabria, Spain
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2020 – today
- 2024
[j21]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. Earth Sci. Informatics 17(6): 5561-5584 (2024)- [j20]Jaime Céspedes Sisniega
, Vicente Rodríguez, Germán Moltó, Álvaro López García:
Efficient and scalable covariate drift detection in machine learning systems with serverless computing. Future Gener. Comput. Syst. 161: 174-188 (2024) - [j19]Giang T. Nguyen, Stefan Dlugolinsky, Viet D. Tran, Álvaro López García:
Network security AIOps for online stream data monitoring. Neural Comput. Appl. 36(24): 14925-14949 (2024) - [j18]Jaime Céspedes Sisniega, Álvaro López García:
Frouros: An open-source Python library for drift detection in machine learning systems. SoftwareX 26: 101733 (2024) - [c7]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:
Making Federated Learning Accessible to Scientists: The AI4EOSC Approach. IH&MMSec 2024: 253-264 - [c6]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:
Experimental Demonstration of Optical Encryption Using Quantum Keys: Two Scenarios. OFC 2024: 1-3 - [i21]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) - [i20]Judith Sáinz-Pardo Díaz, Álvaro López García:
An Open Source Python Library for Anonymizing Sensitive Data. CoRR abs/2408.10766 (2024) - 2023
- [j17]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) - [j16]Judith Sáinz-Pardo Díaz, Álvaro López García:
Study of the performance and scalability of federated learning for medical imaging with intermittent clients. Neurocomputing 518: 142-154 (2023) - [c5]Judith Sáinz-Pardo Díaz, Álvaro López García:
Comparison of machine learning models applied on anonymized data with different techniques. CSR 2023: 618-623 - [i19]Judith Sáinz-Pardo Díaz, Álvaro López García:
Comparison of machine learning models applied on anonymized data with different techniques. CoRR abs/2305.07415 (2023) - 2022
- [i18]Ignacio Heredia Cacha, Judith Sáinz-Pardo Díaz, María Castrillo Melguizo, Álvaro López García:
Forecasting COVID-19 spreading trough an ensemble of classical and machine learning models: Spain's case study. CoRR abs/2207.05753 (2022) - [i17]Judith Sáinz-Pardo Díaz, Álvaro López García:
Study of the performance and scalability of federated learning for medical imaging with intermittent clients. CoRR abs/2207.08581 (2022) - [i16]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) - [i15]Jaime Céspedes Sisniega, Álvaro López García:
Frouros: A Python library for drift detection in Machine Learning problems. CoRR abs/2208.06868 (2022) - [i14]Judith Sáinz-Pardo Díaz, Álvaro López García:
pyCANON: A Python library to check the level of anonymity of a dataset. CoRR abs/2208.07556 (2022) - 2020
- [j15]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) - [j14]Giang Nguyen, Stefan Dlugolinsky, Viet D. Tran, Álvaro López García:
Deep Learning for Proactive Network Monitoring and Security Protection. IEEE Access 8: 19696-19716 (2020) - [i13]María Castrillo, Álvaro López García:
Estimation of high frequency nutrient concentrations from water quality surrogates using machine learning methods. CoRR abs/2001.09695 (2020)
2010 – 2019
- 2019
- [j13]Giang Nguyen, Stefan Dlugolinsky, Martin Bobák, Viet D. Tran, Álvaro López García, Ignacio Heredia, Peter Malík, Ladislav Hluchý:
Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey. Artif. Intell. Rev. 52(1): 77-124 (2019) - [j12]Álvaro López García, Enol Fernández-del-Castillo, Isabel Campos Plasencia:
An efficient cloud scheduler design supporting preemptible instances. Future Gener. Comput. Syst. 95: 68-78 (2019) - [j11]Álvaro López García:
DEEPaaS API: a REST API for Machine Learning and Deep Learning models. J. Open Source Softw. 4(42): 1517 (2019) - [c4]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 - 2018
- [j10]Jorge A. T. Gomes, Emanuele Bagnaschi, Isabel Campos Plasencia, Mário David, Luís Alves, João Martins, João Murta Pina, Álvaro López García, Pablo Orviz Fernández:
Enabling rootless Linux Containers in multi-user environments: The udocker tool. Comput. Phys. Commun. 232: 84-97 (2018) - [j9]Miguel Caballer, Sahdev Zala, Álvaro López García, Germán Moltó, Pablo Orviz Fernández, Mathieu Velten:
Orchestrating Complex Application Architectures in Heterogeneous Clouds. J. Grid Comput. 16(1): 3-18 (2018) - [j8]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:
INDIGO-DataCloud: a Platform to Facilitate Seamless Access to E-Infrastructures. J. Grid Comput. 16(3): 381-408 (2018) - [j7]Pablo Orviz Fernández, João Murta Pina, Álvaro López García, Isabel Campos Plasencia, Mário David, Jorge Gomes:
umd-verification: Automation of Software Validation for the EGI Federated e-Infrastructure. J. Grid Comput. 16(4): 683-696 (2018) - [j6]Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández, Isabel Campos Plasencia, Jesús Marco de Lucas:
Resource provisioning in Science Clouds: Requirements and challenges. Softw. Pract. Exp. 48(3): 486-498 (2018) - [i12]Pablo Orviz Fernández, João Murta Pina, Álvaro López García, Isabel Campos Plasencia, Mário David, Jorge Gomes:
umd-verification: Automation of Software Validation for the EGI federated e-Infrastructure. CoRR abs/1807.11318 (2018) - [i11]Álvaro López García, Enol Fernández-del-Castillo, Isabel Campos Plasencia:
An efficient cloud scheduler design supporting preemptible instances. CoRR abs/1812.10668 (2018) - 2017
- [i10]Álvaro López García, Lisa Zangrando, Massimo Sgaravatto, Vincent Llorens, Sara Vallero, Valentina Zaccolo, Stefano Bagnasco, Sonia Taneja, Stefano Dal Pra, Davide Salomoni, Giacinto Donvito:
Improved Cloud resource allocation: how INDIGO-DataCloud is overcoming the current limitations in Cloud schedulers. CoRR abs/1707.06403 (2017) - [i9]Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández, Isabel Campos Plasencia, Jesús Marco de Lucas:
Resource provisioning in Science Clouds: Requirements and challenges. CoRR abs/1709.08526 (2017) - [i8]Jorge Gomes, Isabel Campos Plasencia, Emanuele Bagnaschi, Mário David, Luís Alves, João Martins, João Murta Pina, Álvaro López García, Pablo Orviz Fernández:
Enabling rootless Linux Containers in multi-user environments: the udocker tool. CoRR abs/1711.01758 (2017) - [i7]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:
INDIGO-DataCloud: A data and computing platform to facilitate seamless access to e-infrastructures. CoRR abs/1711.01981 (2017) - [i6]Miguel Caballer, Sahdev Zala, Álvaro López García, Germán Moltó, Pablo Orviz Fernández, Mathieu Velten:
Orchestrating Complex Application Architectures in Heterogeneous Clouds. CoRR abs/1711.03334 (2017) - [i5]Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández:
Standards for enabling heterogeneous IaaS cloud federations. CoRR abs/1711.08045 (2017) - [i4]Álvaro López García, Enol Fernández-del-Castillo:
Efficient image deployment in cloud environments. CoRR abs/1711.08060 (2017) - 2016
- [j5]Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández:
Standards for enabling heterogeneous IaaS cloud federations. Comput. Stand. Interfaces 47: 19-23 (2016) - [j4]Álvaro López García, Enol Fernández-del-Castillo:
Efficient image deployment in cloud environments. J. Netw. Comput. Appl. 63: 140-149 (2016) - [j3]Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández:
ooi: OpenStack OCCI interface. SoftwareX 5: 6-11 (2016) - [c3]Boris Parák, Zdenek Sustr, Michal Kimle, Pablo Orviz Fernández, Álvaro López García, Stavros Sachtouris, Víctor Méndez Muñoz:
Evolution of the Open Cloud Computing Interface. CLOSER (2) 2016: 339-346 - [i3]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:
INDIGO-Datacloud: foundations and architectural description of a Platform as a Service oriented to scientific computing. CoRR abs/1603.09536 (2016) - 2015
- [c2]Enol Fernández-del-Castillo, Diego Scardaci, Álvaro López García:
The EGI Federated Cloud e-Infrastructure. Cloud Forward 2015: 196-205 - 2013
- [c1]Álvaro López García, Enol Fernández-del-Castillo, Mattieu Puel:
Identity Federation with VOMS in Cloud Infrastructures. CloudCom (1) 2013: 42-48 - [i2]Álvaro López García, Enol Fernández-del-Castillo:
Analysis of Scientific Cloud Computing requirement. CoRR abs/1309.6109 (2013) - 2012
- [j2]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:
Fostering Multi-Scientific Usage in the Iberian Production Infrastructure. Comput. Informatics 31(1): 61-72 (2012) - [j1]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:
Software Provision Process for EGI. Comput. Informatics 31(1): 135-148 (2012) - [i1]Isabel Campos Plasencia, Enol Fernández-del-Castillo, Sven Heinemeyer, Álvaro López García, F. von der Pahlen:
Phenomenology Tools on Cloud Infrastructures using OpenStack. CoRR abs/1212.4784 (2012)
Coauthor Index
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