Álvaro López García

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 40

Top Topics

Machine Learning

Drift Detection

Easily Applicable

Top Venues

J. Grid Comput.

Future Gener. Comput. Syst.

Publications

Jaime Céspedes Sisniega, Álvaro López García
Frouros: An open-source Python library for drift detection in machine learning systems. SoftwareX 26 (2024)
Giang T. Nguyen, Stefan Dlugolinsky, Viet D. Tran, Álvaro López García
Network security AIOps for online stream data monitoring. Neural Comput. Appl. 36 (24) (2024)
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)
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 (2024)
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)
Judith Sáinz-Pardo Díaz, Álvaro López García
Comparison of machine learning models applied on anonymized data with different techniques. CSR (2023)
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) (2023)
Judith Sáinz-Pardo Díaz, Álvaro López García
Comparison of machine learning models applied on anonymized data with different techniques. CoRR (2023)
Judith Sáinz-Pardo Díaz, Álvaro López García
Study of the performance and scalability of federated learning for medical imaging with intermittent clients. Neurocomputing 518 (2023)
Judith Sáinz-Pardo Díaz, Álvaro López García
pyCANON: A Python library to check the level of anonymity of a dataset. CoRR (2022)
Jose González-Abad, Álvaro López García, Valentin Y. Kozlov
A Container-Based Workflow for Distributed Training of Deep Learning Algorithms in HPC Clusters. CoRR (2022)
Jaime Céspedes Sisniega, Álvaro López García
Frouros: A Python library for drift detection in Machine Learning problems. CoRR (2022)
Judith Sáinz-Pardo Díaz, Álvaro López García
Study of the performance and scalability of federated learning for medical imaging with intermittent clients. CoRR (2022)
Ignacio Heredia Cacha, Judith Sainz-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 (2022)
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 (2020)
María Castrillo, Álvaro López García
Estimation of high frequency nutrient concentrations from water quality surrogates using machine learning methods. CoRR (2020)
Giang Nguyen, Stefan Dlugolinsky, Viet D. Tran, Álvaro López García
Deep Learning for Proactive Network Monitoring and Security Protection. IEEE Access 8 (2020)
Álvaro López García, Enol Fernández-del-Castillo, Isabel Campos Plasencia
An efficient cloud scheduler design supporting preemptible instances. Future Gener. Comput. Syst. 95 (2019)
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)
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) (2019)
Álvaro López García
DEEPaaS API: a REST API for Machine Learning and Deep Learning models. J. Open Source Softw. 4 (42) (2019)
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) (2018)
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) (2018)
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) (2018)
Álvaro López García, Enol Fernández-del-Castillo, Isabel Campos Plasencia
An efficient cloud scheduler design supporting preemptible instances. CoRR (2018)
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 (2018)
Davide Salomoni, Isabel Campos Plasencia, Luciano Gaido, Jesús E. Marco de Lucas, P. Solagna, Jorge Gomes, Ludek Matyska, P. Fuhrman, Marcus Hardt, Giacinto Donvito, L. 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, M. Tangaro, Michal Urbaniak, Sara Vallero, Bas Wegh, Valentina Zaccolo, F. Zambelli, Tomasz Zok
INDIGO-DataCloud: a Platform to Facilitate Seamless Access to E-Infrastructures. J. Grid Comput. 16 (3) (2018)
Jorge A. T. Gomes, Emanuele Bagnaschi, Isabel Campos Plasencia, Mário David, Luís Alves, João Martins, João Murta Pina, Álvaro López García, Pablo Orviz Fernández
tool. Comput. Phys. Commun. 232 (2018)
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 (2017)
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 (2017)
Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández
Standards for enabling heterogeneous IaaS cloud federations. CoRR (2017)
Davide Salomoni, Luciano Gaido, Isabel Campos Plasencia, Jesús E. Marco de Lucas, P. Solagna, Jorge Gomes, Ludek Matyska, P. Fuhrman, Marcus Hardt, Giacinto Donvito, L. 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, M. Tangaro, Michal Urbaniak, Bas Wegh, Tomasz Zok
INDIGO-DataCloud: A data and computing platform to facilitate seamless access to e-infrastructures. CoRR (2017)
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 (2017)
Álvaro López García, Enol Fernández-del-Castillo
Efficient image deployment in cloud environments. CoRR (2017)
Miguel Caballer, Sahdev Zala, Álvaro López García, Germán Moltó, Pablo Orviz Fernández, Mathieu Velten
Orchestrating Complex Application Architectures in Heterogeneous Clouds. CoRR (2017)
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)
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, L. 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 (2016)
Álvaro López García, Enol Fernández-del-Castillo
Efficient image deployment in cloud environments. J. Netw. Comput. Appl. 63 (2016)
Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández
ooi: OpenStack OCCI interface. SoftwareX 5 (2016)
Álvaro López García, Enol Fernández-del-Castillo, Pablo Orviz Fernández
Standards for enabling heterogeneous IaaS cloud federations. Comput. Stand. Interfaces 47 (2016)
Enol Fernández-del-Castillo, Diego Scardaci, Álvaro López García
The EGI Federated Cloud e-Infrastructure. Cloud Forward (2015)
Álvaro López García, Enol Fernández-del-Castillo
Analysis of Scientific Cloud Computing requirement. CoRR (2013)
Álvaro López García, Enol Fernández-del-Castillo, Mattieu Puel
Identity Federation with VOMS in Cloud Infrastructures. CloudCom (1) (2013)
Isabel Campos Plasencia, Enol Fernández-del-Castillo, Sven Heinemeyer, Álvaro López García, F. von der Pahlen
Phenomenology Tools on Cloud Infrastructures using OpenStack CoRR (2012)
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) (2012)
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) (2012)