Álvaro López García

Orcid: 0000-0002-0013-4602

Affiliations:
  • Spanish National Research Council, Instituto de Física de Cantabria, Spain


According to our database1, Álvaro López García authored at least 32 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
A container-based workflow for distributed training of deep learning algorithms in HPC clusters.
Clust. Comput., October, 2023

Study of the performance and scalability of federated learning for medical imaging with intermittent clients.
Neurocomputing, 2023

Comparison of machine learning models applied on anonymized data with different techniques.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

2022
pyCANON: A Python library to check the level of anonymity of a dataset.
CoRR, 2022

Frouros: A Python library for drift detection in Machine Learning problems.
CoRR, 2022

Forecasting COVID-19 spreading trough an ensemble of classical and machine learning models: Spain's case study.
CoRR, 2022

2020
Estimation of high frequency nutrient concentrations from water quality surrogates using machine learning methods.
CoRR, 2020

Deep Learning for Proactive Network Monitoring and Security Protection.
IEEE Access, 2020

A Cloud-Based Framework for Machine Learning Workloads and Applications.
IEEE Access, 2020

2019
DEEPaaS API: a REST API for Machine Learning and Deep Learning models.
J. Open Source Softw., 2019

An efficient cloud scheduler design supporting preemptible instances.
Future Gener. Comput. Syst., 2019

Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey.
Artif. Intell. Rev., 2019

Benchmarking Deep Learning Infrastructures by Means of TensorFlow and Containers.
Proceedings of the High Performance Computing, 2019

2018
Resource provisioning in Science Clouds: Requirements and challenges.
Softw. Pract. Exp., 2018

INDIGO-DataCloud: a Platform to Facilitate Seamless Access to E-Infrastructures.
J. Grid Comput., 2018

umd-verification: Automation of Software Validation for the EGI Federated e-Infrastructure.
J. Grid Comput., 2018

Orchestrating Complex Application Architectures in Heterogeneous Clouds.
J. Grid Comput., 2018

Enabling rootless Linux Containers in multi-user environments: The <i>udocker</i> tool.
Comput. Phys. Commun., 2018

2017
INDIGO-DataCloud: A data and computing platform to facilitate seamless access to e-infrastructures.
CoRR, 2017

Enabling rootless Linux Containers in multi-user environments: the udocker tool.
CoRR, 2017

Improved Cloud resource allocation: how INDIGO-DataCloud is overcoming the current limitations in Cloud schedulers.
CoRR, 2017

2016
ooi: OpenStack OCCI interface.
SoftwareX, 2016

Efficient image deployment in cloud environments.
J. Netw. Comput. Appl., 2016

Standards for enabling heterogeneous IaaS cloud federations.
Comput. Stand. Interfaces, 2016

INDIGO-Datacloud: foundations and architectural description of a Platform as a Service oriented to scientific computing.
CoRR, 2016

Evolution of the Open Cloud Computing Interface.
Proceedings of the CLOSER 2016, 2016

2015
The EGI Federated Cloud e-Infrastructure.
Proceedings of the 1st International Conference on Cloud Forward: From Distributed to Complete Computing, 2015

2013
Analysis of Scientific Cloud Computing requirement.
CoRR, 2013

Identity Federation with VOMS in Cloud Infrastructures.
Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

2012
Phenomenology Tools on Cloud Infrastructures using OpenStack
CoRR, 2012

Software Provision Process for EGI.
Comput. Informatics, 2012

Fostering Multi-Scientific Usage in the Iberian Production Infrastructure.
Comput. Informatics, 2012


  Loading...