IMDEA Networks
Rafael GARCÍA
Research Engineer
- BSc: Computer Science - University of Córdoba. Spain, Spain
- Former position: R&D Manager. Entropy Computational Services. Madrid. Spain
- Joining date: February 2014
- Leaving date: March 2021
Publications
Automated Identification of Network Anomalies and Their Causes with Interpretable Machine Learning: the CIAN Methodology and TTrees Implementation
Mohammed Moulay, Rafael García, Pablo Rojo, Fernando Díez, Vincenzo Mancuso, Antonio Fernández Anta
Computer Communications. Elsevier. July 2022
MonTrees: Automated Detection and Classification of Networking Anomalies in Cellular Networks
Mohammed Moulay, Rafael García, Pablo Rojo, Vincenzo Mancuso, Antonio Fernández Anta, Ali Safari Khatouni
Arxiv. July 2021
Application Optimisation: Workload Prediction and Autonomous Autoscaling of Distributed Cloud Applications
Per-Olov Östberg, Thang Le Duc, Paolo Casari, Rafael García, Antonio Fernández Anta
https://doi.org/10.1007/978-3-030-39863-7_3#ESM. Palgrave Macmillan. ISBN: 978-3-030-39862-0. July 2020
Machine Learning Methods for Reliable Resource Provisioning in Edge-Cloud Computing: A Survey
Thang Le Duc, Rafael García, Paolo Casari, Per-Olov Östberg
ACM Computing Surveys. EISSN: 1557-7341. Volume 52 , ACM. ISSN: 0360-0300. September 2019