IMDEA Networks
Dr. Antonio FERNÁNDEZ-ANTA
Research Professor
- PhD: Computer Science - University of Southwestern Louisiana (now University of Louisiana at Lafayette). USA, USA
- Former position: Full Professor. Universidad Rey Juan Carlos. Madrid. Spain
- Joining date: September 2010
- Email: antonio.fernandez@imdea.org
- Phone: +34 91 481 6995
Biography
Dr. Antonio Fernández Anta is a Research Professor at IMDEA Networks. Previously he was a Full Professor at the Universidad Rey Juan Carlos (URJC) and was on the Faculty of the Universidad Politécnica de Madrid (UPM), where he received an award for his research productivity. He was a postdoc at MIT from 1995 to 1997, and spent sabbatical years at Bell Labs Murray Hill and MIT Media Lab. He has been awarded the Premio Nacional de Informática “Aritmel” in 2019 and is a Mercator Fellow of the SFB MAKI in Germany since 2018. He has more than 25 years of research experience, and more than 200 scientific publications. He was the Chair of the Steering Committee of DISC and has served in the TPC of numerous conferences and workshops. He received his M.Sc. and Ph.D. from the University of SW Louisiana in 1992 and 1994, respectively. He completed his undergraduate studies at the UPM, having received awards at the university and national level for his academic performance. He is a Senior Member of ACM and IEEE.
Research projects
Support for the design and implementation of a predictive model for the capacity planning of a telecommunications architecture
Main researcher
More infoarrow_right_altMAESTRO
Main researcher
Novel machine learning techniques to improve the forecasting of stroke post-interventive outcomes
More infoarrow_right_altCOMODIN-CM
Main researcher
COVID-19 Monitoring via Data-Intensive Analysis
More infoarrow_right_altNetPredict 4 - Interpretation of the evolution of network traffic
Main researcher
NetPredict 4 - Interpretation of the evolution of network traffic
More infoarrow_right_altSocialProbing
Main researcher
Scalable and Cost Competitive Data Collection and Analysis Techniques for Social Probing
More infoarrow_right_altDiscoLedger
Main researcher
DiStributed COmputation by LEarning from Data and Gathering Edge-Cloud Resources
More infoarrow_right_altNetPredict3
Main researcher
Automated interpretation of network traffic traces
More infoarrow_right_altZertiaData
Main researcher
Intelligence solution based on customer data analysis
More infoarrow_right_altNetAlarm
Main researcher
Identification of anomalies in network traffic and automatic generation of alarms
More infoarrow_right_altNetPredict2
Main researcher
Detection of anomalies in network traffic and identification of possible causes
More infoarrow_right_altECID
Main researcher
Edge Computing for Intelligent Driving
More infoarrow_right_altDatacenter with High Efficiency - Optimizing Organization and Scheduling of Datacenter Resources
Main researcher
More infoarrow_right_altSYMBIOSIS
Main researcher
A Holistic Opto-Acoustic System for Monitoring Marine Biodiversities
More infoarrow_right_altEDGEDATA-CM
Main researcher
An infrastructure for highly decentralized hybrid systems
More infoarrow_right_altMyBubble
Main researcher
Influence of Algorithms in Users' Filter Bubbles
More infoarrow_right_altCOLLABORATE
Main researcher
Developing a Strongly Consistent, Fault-Tolerant, Long-Lived Distributed Storage System with Failure Prediction Mechanism
More infoarrow_right_altDiSCoEdge
Main researcher
Distributed storage and computing on the edge (of the network)
More infoarrow_right_altATOMICDFS
Main researcher
Seeking Efficient Atomic Implementations of Distributed Data Storage
More infoarrow_right_altHyperAdapt
Main researcher
Modeling and Online Performance Optimization of Adaptive Networks
More infoarrow_right_altGREEN NETWORK
Main researcher
Theory and Technique for Reducing Network Energy Consumption
More infoarrow_right_altINTEGRATED SYSTEM FOR PERSONALIZED SERVICES AND OFFERS IN A SHOPPING CENTER
Main researcher
More infoarrow_right_altÁBACO
Main researcher
Development of an Open Source Distributed Platform for the Management and Distribution of Multi-Device Digital Content
More infoarrow_right_altE2NET
Main researcher
Energy Efficient Networks
More infoarrow_right_altiPAY
Main researcher
Design of New Algorithms for the Creation of a Technology Platform for Financial Intermediation in Mobile Cloud Computing
More infoarrow_right_altORÁCULO
Main researcher
Technological platform for real-time data packet analysis
More infoarrow_right_altCLOUDS
Main researcher
Cloud Computing for Scalable, Reliable and Ubiquitous Services
More infoarrow_right_altSOCAM
Main researcher
Multi-device Open Source Operating System
More infoarrow_right_altReCRED
Main researcher
From Real-world Identities to Privacy-preserving and Attribute-based CREDentials for Device-centric Access Control
More infoarrow_right_altNOTRE
Main researcher
Network for sOcial compuTing REsearch
More infoarrow_right_altCloud4BigData
Main researcher
Efficient Cloud and BigData Infrastructure
More infoarrow_right_alt
Publications
Using Survey Data to Estimate the Impact of the Omicron Variant on Vaccine Efficacy against COVID-19 Infection
Jesús Rufino, Carlos Baquero, Davide Frey, Christin Glorioso, Antonio Ortega, Nina Reščič, Julian C Roberts, Rosa Elvira Lillo, Raquel Menezes, Jaya Prakash Champati, Antonio Fernández Anta, Antonio Fernández-Anta, Jaya Prakash Varma Champati.
Scientific Reports. DOI: 10.1038/s41598-023-27951-3. Springer Nature. ISSN: 2045-2322. January 2023
Explainable Machine Learning for Performance Anomaly Detection and Classification in Mobile Networks (Accepted for publication)
Juan Marcos Ramirez, Fernando Díez, Antonio Fernández-Anta, Vincenzo Mancuso.
Computer Communications. Elsevier. January 2023
Setchain: Improving Blockchain Scalability with Byzantine Distributed Sets and Barriers
Margarita Capretto, Martín Ceresa, Antonio Fernández-Anta, Antonio Russo, César Sánchez.
IEEE International Conference on Blockchain. Espoo, Finland. August 2022
Using Survey Data to Estimate the Impact of the Omicron Variant on Vaccine Efficacy against COVID-19 Infection
Jesús Rufino, Carlos Baquero, Davide Frey, Christin Glorioso, Antonio Ortega, Nina Reščič, Julian C Roberts, Rosa Elvira Lillo, Raquel Menezes, Jaya Prakash Champati, Antonio Fernández Anta, Antonio Fernández-Anta, Jaya Prakash Varma Champati.
epiDAMIK 5.0: The 5th International workshop on Epidemiology meets Data Mining and Knowledge discovery. Washington DC, USA. August 2022
Automated Identification of Network Anomalies and Their Causes with Interpretable Machine Learning: the CIAN Methodology and TTrees Implementation
Mohamed Lamine Moulay, Rafael García, Pablo Rojo, Fernando Díez, Vincenzo Mancuso, Antonio Fernández-Anta.
Computer Communications. Elsevier. July 2022