IMDEA Networks
User 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
Stateful Versus Stateless Selection of Edge or Cloud Servers Under Latency Constraints
Vincenzo Mancuso, Paolo Castagno, Matteo Sereno, Marco Ajmone Marsan
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Belfast, UK. June 2022
A Migration Path Toward Green Edge Gaming
Francesco Spinelli, Vincenzo Mancuso
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Belfast, UK. June 2022
Cleaning Matters! Preprocessing-enhanced Anomaly Detection and Classification in Mobile Networks
Juan Marcos Ramirez, Fernando Díez, Pablo Rojo, Vincenzo Mancuso, Antonio Fernández Anta
Mediterranean Communication and Computer Networking Conference (MedComNet 2022). Paphos, Cyprus. June 2022
V-Edge: Virtual Edge Computing as an Enabler for Novel Microservices and Cooperative Computing
Falko Dressler, Carla Fabiana Chiasserini, F.h.p. Fitzek, Karl Holger, Renato Lo Cigno, Antonio Capone, Claudio Casetti, Francesco Malandrino, Vincenzo Mancuso, Florian Klingler, Gianluca Rizzo
IEEE Network. Volume 36 , May 2022
Edge-based Platoon Control
Christian Quadri, Vincenzo Mancuso, Marco Ajmone Marsan, Gian Paolo Rossi
Computer Communications. 10.1016/j.comcom.2021.09.021. Volume 181 , Elsevier. ISSN: 0140-3664. January 2022
Precise: Predictive Content Dissemination Schemes Exploiting Realistic Mobility Patterns
Noelia Pérez Palma, Falko Dressler, Vincenzo Mancuso
Computer Networks. Elsevier. December 2021
An Optimal Scheme to Recharge Communication Drones
Edgar Arribas, Vicent Cholvi, Vincenzo Mancuso
IEEE Global Telecommunications Conference. Madrid, Spain. December 2021
Closer than Close: MEC-Assisted Platooning with Intelligent Controller Migration
Constantine Ayimba, Michele Segata, Paolo Casari, Vincenzo Mancuso
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems. Alicante, Spain. November 2021
Optimal Performance of Parallel-Server Systems with Job Size Prediction Errors
Josu Doncel, Vincenzo Mancuso
Operations research letters. Volume 49 , Elsevier. ISSN: 0167-6377. July 2021
MonTrees: Automated Detection and Classification of Networking Anomalies in Cellular Networks
Mohammed Moulay, Mohamed Lamine Moulay, Rafael García, Pablo Rojo, Vincenzo Mancuso, Antonio Fernández Anta, Ali Safari Khatouni
Arxiv. July 2021
From PLATO to Platoons
Christian Quadri, Vincenzo Mancuso, Valerio Cislaghi, Marco Ajmone Marsan, Gian Paolo Rossi
The 19th Mediterranean Communication and Computer Networking Conference (IEEE MedComNet 2021). Online. June 2021
SQLR: Short-Term Memory Q-Learning for Elastic Provisioning
Constantine Ayimba, Paolo Casari, Vincenzo Mancuso
IEEE Transactions on Network and Service Management. Volume 18 , IEEE Communications Society. ISSN: 1932-4537. June 2021
On the Experimental Assessment of QUIC and Congestion Control Schemes in Cellular Networks
Mohamed Moulay, Fernando Díez, Vincenzo Mancuso
The 19th Mediterranean Communication and Computer Networking Conference (IEEE MedComNet 2021). Online. June 2021
Serving HTC and Critical MTC in a RAN Slice
Vincenzo Mancuso, Paolo Castagno, Matteo Sereno, Marco Ajmone Marsan
The 22nd IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2021). Online. June 2021
TTrees: Automated Classification of Causes of Network Anomalies with Little Data
Mohamed Moulay, Rafael García, Vincenzo Mancuso, Pablo Rojo, Antonio Fernández Anta
The 22nd IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2021). Online. June 2021
Efficiency of Virtualization over MEC plus Cloud (Invited Paper)
Vincenzo Mancuso, Paolo Castagno, Matteo Sereno
2nd International Workshop on Energy Efficient Learning at the Edge (WEEE) - ACM e-Energy 2021. Torino, Italy. June 2021
V-Edge: Virtual Edge Computing as an Enabler for Novel Microservices and Cooperative Computing
Falko Dressler, Carla Fabiana Chiasserini, F.h.p. Fitzek, Holger Karl, Renato Lo Cigno, Antonio Capone, Claudio Casetti, Francesco Malandrino, Vincenzo Mancuso, Florian Klingler, Rizzo Gianluca
Arxiv. June 2021
Storage Capacity of Opportunistic Information Dissemination Systems
Gianluca Rizzo, Noelia Pérez Palma, Marco Ajmone Marsan, Vincenzo Mancuso
IEEE Transactions on Mobile Computing. February 2021
Platooning on the Edge
Christian Quadri, Vincenzo Mancuso, Marco Ajmone Marsan, Gian Paolo Rossi
The 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2020). Virtual event (previously at Alicante, Spain). November 2020
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