Rafael A. García Leiva

According to our database, Rafael A. García Leiva authored at least 9 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Automated identification of network anomalies and their causes with interpretable machine learning: The CIAN methodology and TTrees implementation.

Mohamed Moulay, Rafael A. García Leiva, Pablo J. Rojo Maroni, Fernando Díez Muñoz, Vincenzo Mancuso, Antonio Fernández Anta

Comput. Commun., 2022

2021

MonTrees: Automated Detection and Classification of Networking Anomalies in Cellular Networks.

Mohamed Moulay, Rafael A. García Leiva, Pablo J. Rojo Maroni, Vincenzo Mancuso, Antonio Fernández Anta, Ali Safari Khatouni

CoRR, 2021

TTrees: Automated Classification of Causes of Network Anomalies with Little Data.

Mohamed Moulay, Rafael A. García Leiva, Vincenzo Mancuso, Pablo J. Rojo Maroni, Antonio Fernández Anta

Proceedings of the 22nd IEEE International Symposium on a World of Wireless, 2021

2020

A Novel Methodology for the Automated Detection and Classification of Networking Anomalies.

Mohamed Moulay, Rafael A. García Leiva, Pablo J. Rojo Maroni, Javier Lazaro, Vincenzo Mancuso, Antonio Fernández Anta

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

Machine Learning Methods for Reliable Resource Provisioning in Edge-Cloud Computing: A Survey.

Thang Le Duc, Rafael A. García Leiva, Paolo Casari, Per-Olov Östberg

ACM Comput. Surv., 2019

A Novel Hyperparameter-Free Approach to Decision Tree Construction That Avoids Overfitting by Design.

Rafael A. García Leiva, Antonio Fernández Anta, Vincenzo Mancuso, Paolo Casari

IEEE Access, 2019

2015

Empirical Comparison of Graph-based Recommendation Engines for an Apps Ecosystem.

Héctor Cordobés, Luis F. Chiroque, Antonio Fernández Anta, Rafael A. García Leiva, Philippe Morere, Lorenzo Ornella, Fernando Pérez, Agustín Santos

Int. J. Interact. Multim. Artif. Intell., 2015

2004

Autonomic Management of Large Clusters and Their Integration into the Grid.

Thomas Röblitz, Florian Schintke, Alexander Reinefeld, Olof Bärring, Maite Barroso Lopez, Germán Cancio Meliá, Sylvain Chapeland, Karim Chouikh, Lionel Cons, Piotr Poznanski, Philippe Defert, Jan Iven, Thorsten Kleinwort, Bernd Panzer-Steindel, Jaroslaw Polok, Catherine Rafflin, Alan Silverman, Tim J. Smith, Jan van Eldik, David Front, Massimo Biasotto, Cristina Aiftimiei, Enrico Ferro, Gaetano Maron, Andrea Chierici, Luca dell'Agnello, Marco Serra, Michele Michelotto, Lord Hess, Volker Lindenstruth, Frank Pister, Timm M. Steinbeck, David L. Groep, Martijn Steenbakkers, Oscar Koeroo, Wim Som de Cerff, Gerben Venekamp, Paul Anderson, Tim Colles, Alexander Holt, Alastair Scobie, Michael George, Andrew Washbrook, Rafael A. García Leiva

J. Grid Comput., 2004

Quattor: Tools and Techniques for the Configuration, Installation and Management of Large-Scale Grid Computing Fabrics.

Rafael A. García Leiva, Maite Barroso Lopez, Germán Cancio Meliá, B. Chardi Marco, Lionel Cons, Piotr Poznanski, Andrew Washbrook, Enrico Ferro, Alexander Holt

J. Grid Comput., 2004