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Álvaro López García

CSIC and University of Cantabria

15H-index
147Paper Count
7.2KCitation Count
Published Papers 26
Publication Date
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AI4EOSC: A federated cloud platform for Artificial Intelligence in scientific research
errFuture Generation Computer Systems-The International Journal of eScience
IF6.1
err2026-06-26
err0
errOAAI
errIgnacio Heredia; Álvaro López García; Fernando Aguilar Gómez; Diego Aguirre; Caterina Alarcón Marín; Khadijeh Alibabaei; Lisana Berberi; Miguel Caballer; Amanda Calatrava; Pedro Castro; Alessandro Costantini; Mario David; Jaime Díez; Stefan Dlugolinsky; Giacinto Donvito; Leonhard Duda; Borja Esteban Sanchis; Saúl Fernandez Tobías; Andrés Heredia Canales; Valentin Kozlov
errShare
errSave
Metric-privacy-inspired noise calibration in federated learning: Improving convergence and preventing client inference attacks
errKnowledge-Based Systems
IF7.6
err2026-04-16
err0
errOAAI
errJudith Sáinz-Pardo Díaz; Andreas Athanasiou; Kangsoo Jung; Catuscia Palamidessi; Álvaro López García
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errSave
Lead-Free (K0.5Na0.5)NbO3 Unmodified Piezoceramics: A Reduction in the Energetic Budget of Solid State Synthesis and Sintering
errchemistrymethods
IF0
err2025-09-10
err0
errOAAI
errMaria Dore; José F. Bartolomé; Sonia Lopez-Esteban; Marzia Mureddu; Costantino Cau; Stefano Enzo; Álvaro García; Sebastiano Garroni; Lorena Pardo
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errSave
Best practices for AI-based image analysis applications in aquatic sciences: The iMagine case study
errEcological Informatics
IF7.3
err2025-07-07
err0
errOAAI
errElnaz Azmi; Khadijeh Alibabaei; Valentin Kozlov; Tjerk Krijger; Gabriele Accarino; Sakina-Dorothée Ayata; Amanda Calatrava; Marco Mariano De Carlo; Wout Decrop; Donatello Elia; Sandro Luigi Fiore; Marco Francescangeli; Jean-Olivier Irisson; Rune Lagaisse; Martin Laviale; Antoine Lebeaud; Carolin Leluschko; Enoc Martínez; Germán Moltó; Igor Ruiz Atake; Antonio Augusto Sepp Neves; Damian Smyth; Jesús Soriano-González; Muhammad Arabi Tayyab; Vanessa Tosello; Álvaro López García; Dick Schaap; Gergely Sipos
errShare
errSave
Machine learning operations landscape: platforms and tools
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2025-03-17
err0
errOAAI
errBerberi, Lisana; Kozlov, Valentin; Nguyen, Giang; Diaz, Judith Sainz-Pardo; Calatrava, Amanda; Molto, German; Tran, Viet; Garcia, Alvaro Lopez
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errSave
DataLab as a Service: Distributed Computing Framework for Multi-Interactive Analysis Environments
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errHoz, Aida Palacio; Heredia Canales, Andres; Cimadevilla Alvarez, Ezequiel; Obregon Ruiz, Marta; Lopez Garcia, Alvaro
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errSave
Efficient and scalable covariate drift detection in machine learning systems with serverless computing
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-12-01
err1
errOAAI
errSisniega, Jaime Cespedes; Rodriguez, Vicente; Molto, German; Garcia, alvaro Lopez
errShare
errSave
Deep learning based soft-sensor for continuous chlorophyll estimation on decentralized data
errWATER RESEARCH
IF12.4
err2023-11-01
err4
errOAAI
errDiaz, Judith Sainz-Pardo; Castrillo, Maria; Garcia, Alvaro Lopez
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errSave
Forecasting COVID-19 spreading through an ensemble of classical and machine learning models: Spain's case study
errSCIENTIFIC REPORTS
IF3.9
err2023-04-25
err8
errOAAI
errHeredia Cacha, Ignacio; Sainz-Pardo Diaz, Judith; Castrillo, Maria; Lopez Garcia, Alvaro
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errSave
Study of the performance and scalability of federated learning for medical imaging with intermittent clients
errNEUROCOMPUTING
IF6.5
err2023-01-01
err31
errOAAI
errSainz-Pardo Diaz, Judith; Lopez Garcia, Alvaro
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errSave
A container-based workflow for distributed training of deep learning algorithms in HPC clusters
errCLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
IF4.1
err2022-11-07
err3
errOAAI
errGonzalez-Abad, Jose; Lopez Garcia, Alvaro; Kozlov, Valentin Y.
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errSave
Estimation of high frequency nutrient concentrations from water quality surrogates using machine learning methods
errWATER RESEARCH
IF12.4
err2020-04-01
err98
errOAAI
errCastrillo, Maria; Lopez Garcia, Alvaro
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errSave
A Cloud-Based Framework for Machine Learning Workloads and Applications
errIEEE ACCESS
IF3.6
err2020-01-01
err51
errOAAI
errLopez Garcia, Alvaro; Marco De Lucas, Jesus; Antonacci, Marica; Zu Castell, Wolfgang; David, Mario; Hardt, Marcus; Lloret Iglesias, Lara; Molto, German; Plociennik, Marcin; Viet Tran; Alic, Andy S.; Caballer, Miguel; Campos Plasencia, Isabel; Costantini, Alessandro; Dlugolinsky, Stefan; Duma, Doina Cristina; Donvito, Giacinto; Gomes, Jorge; Heredia Cacha, Ignacio; Ito, Keiichi; Kozlov, Valentin Y.; Giang Nguyen; Orviz Fernandez, Pablo; SUstr, Zdenek; Wolniewicz, Pawel
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errSave
Deep Learning for Proactive Network Monitoring and Security Protection
errIEEE ACCESS
IF3.6
err2020-01-01
err41
errOAAI
errNguyen Giang; Dlugolinsky, Stefan; Tran Viet; Lopez Garcia, Alvaro
errShare
errSave
An efficient cloud scheduler design supporting preemptible instances
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2019-06-01
err6
errOAAI
errLopez Garcia, Alvaro; Fernandez del Castillo, Enol; Campos Plasencia, Isabel
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errSave
Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2019-01-19
err411
errOAAI
errNguyen, Giang; Dlugolinsky, Stefan; Bobak, Martin; Viet Tran; Lopez Garcia, Alvaro; Heredia, Ignacio; Malik, Peter; Hluchy, Ladislav
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errSave
Enabling rootless Linux Containers in multi-user environments: The udocker tool
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2018-11-01
err40
errOAAI
errGomes, Jorge; Bagnaschi, Emanuele; Campos, Isabel; David, Mario; Alves, Luis; Martins, Joao; Pina, Joao; Lopez-Garcia, Alvaro; Orviz, Pablo
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errSave
umd-verification: Automation of Software Validation for the EGI Federated e-Infrastructure
errJOURNAL OF GRID COMPUTING
IF2.9
err2018-08-14
err7
errOAAI
errOrviz Fernandez, Pablo; Pina, Joao; Lopez Garcia, Alvaro; Campos Plasencia, Isabel; David, Mario; Gomes, Jorge
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errSave
INDIGO-DataCloud: a Platform to Facilitate Seamless Access to E-Infrastructures
errJOURNAL OF GRID COMPUTING
IF2.9
err2018-08-07
err52
errOAAI
errSalomoni, D.; Campos, I.; Gaido, L.; de Lucas, J. Marco; Solagna, P.; Gomes, J.; Matyska, L.; Fuhrman, P.; Hardt, M.; Donvito, G.; Dutka, L.; Plociennik, M.; Barbera, R.; Blanquer, I.; Ceccanti, A.; Cetinic, E.; David, M.; Duma, C.; Lopez-Garcia, A.; Molto, G.; Orviz, P.; Sustr, Z.; Viljoen, M.; Aguilar, F.; Alves, L.; Antonacci, M.; Antonelli, L. A.; Bagnasco, S.; Bonvin, A. M. J. J.; Bruno, R.; Chen, Y.; Costa, A.; Davidovic, D.; Ertl, B.; Fargetta, M.; Fiore, S.; Gallozzi, S.; Kurkcuoglu, Z.; Lloret, L.; Martins, J.; Nuzzo, A.; Nassisi, P.; Palazzo, C.; Pina, J.; Sciacca, E.; Spiga, D.; Tangaro, M.; Urbaniak, M.; Vallero, S.; Wegh, B.; Zaccolo, V.; Zambelli, F.; Zok, T.
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errSave
Orchestrating Complex Application Architectures in Heterogeneous Clouds
errJOURNAL OF GRID COMPUTING
IF2.9
err2017-11-09
err28
errOAAI
errCaballer, Miguel; Zala, Sahdev; Lopez Garcia, Alvaro; Molto, German; Orviz Fernandez, Pablo; Velten, Mathieu
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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L. Lloret Iglesias
H-index: 130 · Papers: 1.2K
J
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H-index: 129 · Papers: 1.5K
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D. Spiga
H-index: 122 · Papers: 1.7K
J
J. Pína
H-index: 121 · Papers: 849
L
L. A. Antonelli
H-index: 119 · Papers: 1.9K
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