IMDEA Networks
Publications
Publications of 2023
Journal Articles (39)
EXPLORA: AI/ML EXPLainability for the Open RAN (Accepted for publication)
Claudio Fiandrino, Leonardo Bonati, Salvatore D'oro, Michele Polese, Tommaso Melodia, Joerg Widmer
ACM Networking. Volume 1 , ACM. December 2023
Empowerment of atypical viewers via low-effort personalized modeling of video streaming quality (Accepted for publication)
Leonardo Peroni, Sergey Gorinsky, Farzad Tashtarian, Christian Timmerer
Proceedings of the ACM on Networking. 10.1145/3629139. Volume 1 , ACM. ISSN: 2834-5509. December 2023
Atomic Appends in Asynchronous Byzantine Distributed Ledgers
Vicent Cholvi, Antonio Fernández Anta, Chryssis Georgiou, Nicolas Nicolaou
Journal of Parallel and Distributed Computing. 10.1016/j.jpdc.2023.104748. Volume 182 , Elsevier. ISSN: 0743-7315. December 2023
Case studies of clinical decision-making through prescriptive models based on machine learning
William Hoyos, Jose Aguilar, Mayra Raciny, Mauricio Toro
Computer Methods and Programs in Biomedicine. 10.1016/j.cmpb.2023.107829. Volume 242 , Elsevier. November 2023
SkyPos: Real-world evaluation of self-positioning with aircraft signals for IoT devices
Yago Lizarribar, Domenico Giustiniano, Gerome Bovet, Vincent Lenders
Journal on Selected Areas in Communications (JSAC). 10.1109/JSAC.2023.3322829. IEEE. October 2023
Fundamental Limits of Topology-Aware Shared-Cache Networks
Emanuele Parrinello, Antonio Bazco-Nogueras, Petros Elia
IEEE Transactions on Information Theory. 10.1109/TIT.2023.3321918. IEEE. ISSN: 1557-9654. October 2023
A Study on 5G Performance and Fast Conditional Handover for Public Transit Systems
Claudio Fiandrino, David Juarez Martinez-Villanueva, Joerg Widmer
Computer Communications. Elsevier. September 2023
Adaptative generalisation over a value hierarchy for the k-anonymisation of Origin-Destination matrices
Benoit Matet, Angelo Furno, Marco Fiore, Etienne Côme, Latifa Oukhellou
Transportation Research Part C: Emerging Technologies. Elsevier. September 2023
Consistent Comparison of Symptom-based Methods for COVID-19 Infection Detection
Jesús Rufino, Juan Marcos Ramirez, Jose Aguilar, Carlos Baquero, Jaya Prakash Champati, Rosa Elvira Lillo, Antonio Fernández Anta
International Journal of Medical Informatics. 10.1016/j.ijmedinf.2023.105133. Volume 177 , Elsevier. September 2023
A generic architecture of an affective recommender system for e-learning environments
Juan Salazar, Jose Aguilar, Julian Monsalve, Edwin Montoya
Universal Access in the Information Society. 10.1007/s10209-023-01024-8. Springer. ISSN: 1615-5289. August 2023
RAPID: Retrofitting IEEE 802.11ay Access Points for Indoor Human Detection and Sensing
Jacopo Pegoraro, Jesus Omar Lacruz, Francesca Meneghello, Enver Bashirov, Michele Rossi, Joerg Widmer
IEEE Transactions on Mobile Computing. DOI 10.1109/TMC.2023.3291882. IEEE. July 2023
Energy-Aware Adaptive Scaling of Server Farms for NFV with Reliability Requirements
Jesús Pérez-Valero, Albert Banchs, Pablo Serrano, Jorge Ortin, Jaime García-Reinoso, Xavier Costa-Perez
IEEE Transactions on Mobile Computing. 10.1109/TMC.2023.3288604. June 2023
PRV-FCM: An extension of fuzzy cognitive maps for prescriptive modeling
William Hoyos, Jose Aguilar, Mauricio Toro
Expert Systems with Applications. 10.1016/j.eswa.2023.120729. Volume 231 , Elsevier. ISSN: 0957-4174. June 2023
Mules and Permission Laundering in Android: Dissecting Custom Permissios in the Wild
Julien Gamba, Álvaro Feal, Eduardo Blázquez, Vinuri Bandara, Abbas Razaghpanah, Juan Tapiador, Narseo Vallina-Rodríguez
IEEE Transactions on Dependable and Secure Computing. 10.1109/TDSC.2023.3288981. IEEE. June 2023
Federated learning approaches for fuzzy cognitive maps to support clinical decision-making in dengue
William Hoyos, Jose Aguilar, Toro Mauricio
Engineering Applications of Artificial Intelligence. 10.1016/j.engappai.2023.106371. Volume 123 , Elsevier. ISSN: 1873-6769. May 2023
Offloading Algorithms for Maximizing Inference Accuracy on Edge Device in an Edge Intelligence System
Andrea Fresa, Jaya Prakash Champati
IEEE Transactions on Parallel and Distributed Systems. 10.1109/TPDS.2023.3267458. Volume 34 , IEEE. ISSN: 1045-9219. April 2023
Optimizing UAV Resupply Scheduling for Heterogeneous and Persistent Aerial Service
Edgar Arribas, Vicent Cholvi, Vincenzo Mancuso
IEEE Transactions on Robotics. April 2023
Copy-CAV: V2X-Enabled wireless towing for emergency transport
Constantine Ayimba, Valerio Cislaghi, Christian Quadri, Paolo Casari, Vincenzo Mancuso
Computer Communications. Elsevier. April 2023
A Bio-inspired Emergent Control Approach for Distributed Processes
Marcel García, Jose Aguilar
Applied Soft Computing. 10.1016/j.asoc.2023.110318. Elsevier. ISSN: 1568-4946. April 2023
The impact of physicochemical features of carbon electrodes on the capacitive performance of supercapacitors: a machine learning approach
Sachit Mishra, Rajat Srivastava, Atta Muhammad, Amit Amit, Eliodoro Chiavazzo, Matteo Fasano, Pietro Asinari
Nature (Scientific Reports). 10.1038/s41598-023-33524-1. April 2023
Handling Data Handoff of AI-based Applications in Edge Computing Systems
Domenico Scotece, Claudio Fiandrino, Luca Foschini
IEEE Transactions on Network and Service Management. 10.1109/TNSM.2023.3267942. ISSN: 1932-4537. April 2023
Compressive Spectral Video Sensing Using The Convolutional Sparse Coding Framework CSC4D
Crisóstomo Barajas, Juan Marcos Ramirez, Jose Ignacio Martinez Torre, Henry Arguello
Journal of Visual Communication and Image Representation. 10.1016/j.jvcir.2023.103782. Volume 92 , Elsevier. April 2023
Optimizing Fairness in Cellular Networks with Mobile Drone Relays
Edgar Arribas, Vincenzo Mancuso, Vicent Cholvi
Computer Networks. April 2023
Multivariate Functional Outlier Detection using the FastMUOD Indices
Oluwasegun Ojo, Antonio Fernández Anta, Marc G. Genton, Rosa Elvira Lillo
Stat. 10.1002/sta4.567. March 2023
Analysis of the Behavior Pattern of Energy Consumption through Online Clustering Techniques
Juan Viera, Jose Aguilar, Maria Rodríguez-Moreno, Carlos Quintero
Energies. 10.3390/en16041649. Volume 16 , ISSN: 1996-1073. March 2023
Explainable Machine Learning for Performance Anomaly Detection and Classification in Mobile Networks
Juan Marcos Ramirez, Fernando Díez, Pablo Rojo, Vincenzo Mancuso, Antonio Fernández Anta
Computer Communications. Elsevier. February 2023
Analysis of security and data control in smart personal assistants from the user’s perspective
Cayetano Valero, Jaime Pérez, Sonia Solera-Cotanilla, Mario Vega-Barbas, Guillermo Suarez-Tangil, Manuel Alvarez-Campana, Gregorio López
Future Generation Computer Systems. 10.1016/j.future.2023.02.009. February 2023
DuctiLoc: Energy-efficient Location Sampling with Configurable Accuracy
Panagiota Katsikouli, Diego Madariaga, Aline Viana, Alberto Tarable, Marco Fiore
IEEE Access. 10.1109/ACCESS.2023.3243731. IEEE. February 2023
A Bioinspired Emergent Control for Smart Grids
Marcel García, Jose Aguilar, Maria Rodríguez-Moreno
IEEE Access. 10.1109/ACCESS.2023.3238572. Volume 11 , IEEE Society. ISSN: 2169-3536. February 2023
Adaptive Uplink Data Compression in Spectrum Crowdsensing Systems
Yijing Zeng, Roberto Calvo-Palomino, Domenico Giustiniano, Gerome Bovet, Suman Banerjee
IEEE/ACM Transactions on Networking. 10.1109/TNET.2023.3239378.. ISSN: 1063-6692. January 2023
Forecasting Network Traffic: A Survey and Tutorial with Open-Source Comparative Evaluation
Gabriel O. Ferreira, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe C. Calafiore, Marco Fiore
IEEE Access. 10.1109/ACCESS.2023.3236261. Volume 11 , IEEE. ISSN: 2169-3536. January 2023
Mixed Signals: Analyzing Software Attribution Challenges in the Android Ecosystem (Accepted for publication)
Kaspar Hageman, Álvaro Feal, Julien Gamba, Aniketh Girish, Jakob Bleier, Martina Lindorfer, Juan Tapiador, Narseo Vallina-Rodríguez
IEEE Transactions on Software Engineering. January 2023
Stories from a Customized Honeypot for the IoT (Accepted for publication)
Javier Carrillo-Mondejar, José Roldán-Gómez, Juan Manuel Castelo Gómez, Sergio Ruiz Villafranca, Guillermo Suarez-Tangil
Journal of Information Technology. January 2023
Full Network Sensing: Architecting 6G beyond Communications (Accepted for publication)
Marco Fiore
IEEE Network. IEEE. January 2023
ATHENA: Machine Learning and Reasoning for Radio Resources Scheduling in vRAN systems (Accepted for publication)
Nikolaos Apostolakis, Marco Gramaglia, Livia Elena Chatzieleftheriou, Tejas Subramanya, Albert Banchs, Henning Sanneck
IEEE Journal on Selected Areas in Communications. January 2023
Autonomic Computing in a Beef-Production Process for Precision Livestock Farming
Rodrigo García, Jose Aguilar, Mauricio Toro, Nelson Pérez, Angel Pinto, Paul Rodríguez
Journal of Industrial Information Integration. 10.1016/j.jii.2022.100425. Volume 31 , Elsevier. January 2023
An analysis of fake social media engagement services
David Nevado-Catalán, Sergio Pastrana, Narseo Vallina-Rodríguez, Juan Tapiador
Computers & Security. Volume 124 , Elsevier. January 2023
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
Scientific Reports. DOI: 10.1038/s41598-023-27951-3. Springer Nature. ISSN: 2045-2322. January 2023
SkillVet: Automated Traceability Analysis of Amazon Alexa Skills
Jide Edu, Xavier Ferrer-Aran, Jose Such, Guillermo Suarez-Tangil
IEEE Transactions on Dependable and Secure Computing. 10.1109/TDSC.2021.3129116. Volume 20 , ISSN: 1941-0018. January 2023
Magazine Articles (3)
Prototyping Visible Light Communication for the Internet of Things Using OpenVLC
Borja Genovés Guzmán, Muhammad Sarmad Mir, Dayrene Frómeta, Ander Galisteo, Qing Wang, Domenico Giustiniano
IEEE Communications Magazine. IEEE. May 2023
Digital Twins for Next-Generation Mobile Networks: Applications and Solutions
Nikolaos Apostolakis, Livia Elena Chatzieleftheriou, Dario Bega, Marco Gramaglia, Albert Banchs
IEEE Communications Magazine. 10.1109/MCOM.001.2200854. IEEE. ISSN: 1558-1896. May 2023
Towards sustainable greenhouses using battery-free LiFi-enabled Internet of Things
Borja Genovés Guzmán, Javier Talavante, Dayrene Frómeta, Muhammad Sarmad Mir, Domenico Giustiniano, Katia Obraczka, Michael E. Loik, Sylvie Childress, Darryl G. Wong
IEEE Communications Magazine. 10.1109/MCOM.001.2200489. IEEE. May 2023
Conference and Workshop Papers (52)
Characterizing sub-THz MIMO channels in practice: a novel channel sounder with absolute time reference
Duschia Bodet, Phuc Dinh, Milica Stojanovic, Joerg Widmer, Dimitrios Koutsonikolas, Josep Jornet
IEEE Global Communications Conference. Kuala Lumpur, Malaysia. December 2023
An Experimental Prototype for Multistatic Asynchronous ISAC
Marco Canil, Jacopo Pegoraro, Jesus Omar Lacruz, Marco Mezzavilla, Michele Rossi, Joerg Widmer, Sundeep Rangan
mmWave '23: Proceedings of the First ACM Workshop on mmWave Sensing Systems and Applications. Istambul, Turkey. November 2023
Offloading Augmented Reality Tasks with Smart Energy Source-Aware Algorithms at the Edge
Francesco Spinelli, Antonio Bazco-Nogueras, Vincenzo Mancuso
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems. Montreal, Canada. October 2023
In-band multi-connectivity with local beamtraining for improving mmWave network resilience
Nina Grosheva, Rizqi Hersyandika, Joerg Widmer, Sofie Pollin
ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems. Montreal, Canada. October 2023
AI in the Gray: Exploring Moderation Policies in Dialogic Large Language Models vs. Human Answers in Controversial Topics
Vahid Ghafouri, Vibhor Agarwal, Yong Zhang, Nishanth Sastry, Jose Such, Guillermo Suarez-Tangil
ACM International Conference on Information and Knowledge Management. Birmingham, UK. October 2023
In the Room Where It Happens: Characterizing Local Communication and Threats in Smart Homes
Aniketh Girish, Tianrui Hu, Vijay Prakash, Daniel J. Dubois, Srdjan Matic, Danny Yuxing Huang, Serge Egelman, Joel Reardon, Juan Tapiador, David Choffnes, Narseo Vallina-Rodríguez
Internet Measurement Conference. Montreal, Canada. October 2023
Characterizing Mobile Service Demands at Indoor Cellular Networks
Stefanos Bakirtzis, André Felipe Zanella, Stefania Rubrichi, Cezary Ziemlicki, Zbigniew Smoreda, Ian Wassell, Jie Zhang, Marco Fiore
Internet Measurement Conference. Montreal, QC, Canada. October 2023
Characterizing and Modeling Session-Level Mobile Traffic Demands from Large-Scale Measurements
André Felipe Zanella, Antonio Bazco-Nogueras, Cezary Ziemlicki, Marco Fiore
Internet Measurement Conference. Montreal, QC, Canada. October 2023
Scalable multi-modal learning for cross-link channel prediction in massive IoT networks
Kun Woo Cho, Marco Cominelli, Francesco Gringoli, Joerg Widmer, Kyle Jamieson
ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Washington DC, USA. October 2023
kaNSaaS: Combining Deep Learning and Optimization for Practical Overbooking of Network Slices
Sergi Alcalá-Marín, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Washington D.C, USA. October 2023
waveSLAM: Empowering accurate indoor mapping using off-the-shelf millimeter-wave self-sensing
Pablo Picazo, Milan Groshev, Alejandro Blanco, Claudio Fiandrino, Antonio De La Oliva, Joerg Widmer
IEEE Vehicular Technology Conference. Hong Kong, China. October 2023
Characterizing and Modeling Mobile Networks User Traffic at Millisecond Level
Pablo Férnandez Pérez, Claudio Fiandrino, Joerg Widmer
ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization (WiNTECH), co-located with ACM MobiCom. Madrid, Spain. October 2023
Bringing millimeter wave technology to any IoT device
Mohammad Mazaheri, Rafael Ruiz, Domenico Giustiniano, Joerg Widmer, Omid Abari
ACM International Conference on Mobile Computing and Networking. Madrid, Spain. October 2023
LeakageScatter: Backscattering LiFi-leaked RF Signals
Muhammad Sarmad Mir, Minhao Cui, Borja Genovés Guzmán, Qing Wang, Jie Xiong, Domenico Giustiniano
International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Washington, USA. October 2023
Label-Aware Aggregation for Improved Federated Learning
Ahmad Khalil, Aidmar Wainakh, Ephraim Zimmer, Javier Parra-Arnau, Antonio Fernández Anta, Tobias Meuser, Ralf Steinmetz
IEEE International Conference on Fog and Mobile Edge Computing. Tartu, Estonia. September 2023
Log: It’s Big, It’s Heavy, It’s Filled with Personal Data! Measuring the Logging of Sensitive Information in the Android Ecosystem
Allan Lyons, Julien Gamba, Austin Shawaga, Joel Reardon, Juan Tapiador, Serge Egelman, Narseo Vallina-Rodríguez
Usenix Security Symposium. Anaheim, CA, USA. August 2023
Chrowned by an Extension: Abusing the Chrome DevTools Protocol through the Debugger API
Jose Miguel Moreno, Juan Tapiador, Narseo Vallina-Rodríguez
https://doi.org/10.48550/arXiv.2305.11506. IEEE European Symposium on Security and Privacy. Delft, Netherlands. July 2023
Not Your Average App: A Large-scale Privacy Analysis of Android Browsers
Amogh Pradeep, Álvaro Feal, Julien Gamba, Ashwin Rao, Martina Lindorfer, Narseo Vallina-Rodríguez, David Choffnes
Privacy Enhancing Technologies Symposium (was International Workshop of Privacy Enhancing Technologies). Laussane, Switzerland. July 2023
Fast Detection of Cyberattacks on the Metaverse through User-plane Inference
Beyza Bütün, Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
International Conference on Metaverse Computing, Networking and Applications. Kyoto, Japan. June 2023
Wi-Fi Multi-Path Parameter Estimation for Sub-7 GHz Sensing: A Comparative Study
Francesca Meneghello, Alejandro Blanco, Antonio Cusano, Joerg Widmer, Michele Rossi
IEEE International Conference on Wireless and Mobile Computing, Networking and Communications. Montreal, Canada. June 2023
The Case for Hierarchical Deep Learning Inference at the Network Edge
Ghina Al Atat, Andrea Fresa, Adarsh Prasad Behera, Vishnu Narayanan Moothedath, James Gross, Jaya Prakash Champati
NetAISys '23: Proceedings of the 1st International Workshop on Networked AI Systems. Helsinki, Finland. June 2023
Graph Database Watermarking Using Pseudo-Nodes
Tsvetomir Hristov, Devriş Işler, Nikolaos Laoutaris, Zekeriya Erkin
ACM Data Economy Workshop (DEC), co-located with ACM SIGCMOD 2023. Seattle, WA, USA. June 2023
Image Watermarking for Machine Learning Datasets
Palle Maesen, Devriş Işler, Nikolaos Laoutaris, Zekeriya Erkin
ACM Data Economy Workshop (DEC), co-located with ACM SIGCMOD 2023. Seattle, WA, USA. June 2023
Efficiency of Distributed Selection of Edge or Cloud Servers Under Latency Constraints
Vincenzo Mancuso, Leonardo Badia, Paolo Castagno, Matteo Sereno, Marco Ajmone Marsan
Mediterranean Communication and Computer Networking Conference. Ponza, Italy. June 2023
Adversarial Obstruction of Millimeter Wave Links
Leonardo Badia, Vincenzo Mancuso, Marco Ajmone Marsan
Mediterranean Communication and Computer Networking Conference. Ponza, Italy. June 2023
Rethinking LiFi for Carbon Neutral Sunlight-based Communication
Javier Talavante, Borja Genovés Guzmán, Domenico Giustiniano
Mediterranean Communication and Computer Networking Conference. Ponza, Italy. June 2023
Lady and the Tramp Nextdoor: Online Manifestations of Real-World Inequalities in the Nextdoor Social Network
Iqbal Waleed, Vahid Ghafouri, Gareth Tyson, Guillermo Suarez-Tangil, Ignacio Castro
International Conference on Web and Social Media. June 2023
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks
Livia Elena Chatzieleftheriou, Marco Gramaglia, Miguel Camelo, Andres Garcia-Saavedra, Evangelos Kosmatos, Michele Gucciardo, Paola Soto, George Iosifidis, Lidia Fuentes, Ginés García, Andra Lutu, Gabriele Baldoni, Marco Fiore
2023 EuCNC & 6G Summit. Gothenburg, Sweden. June 2023
Your Code is 0000: An Analysis of the Disposable Phone Numbers Ecosystem
Jose Miguel Moreno, Srdjan Matic, Narseo Vallina-Rodríguez, Juan Tapiador
Network Traffic Measurement and Analysis Conference. Naples, Italy. June 2023
From Experiments to Insights: A Journey in 5G New Radio Localization
Ivan Palamà, Giuseppe Santaromita, Yago Lizarribar, Lorenzo Maria Monteforte, Stefania Bartoletti, Domenico Giustiniano, Giuseppe Bianchi, Nicola Blefari Melazzi
Mediterranean Communication and Computer Networking Conference. Ponza, Italy. June 2023
SIGNiPHY: Reconciling Random Access with Directional Reception for Efficient mmWave WLANs
Nina Grosheva, Sai Pavan Deram, Jesus Omar Lacruz, Joerg Widmer
ACM SIGMOBILE International Conference on Mobile Systems, Applications and Services. Helsinki, Finland. June 2023
Equalizing Access to Latency-Critical Services Based on In-Network Computing
Vincenzo Mancuso, Paolo Castagno, Matteo Sereno, Marco Ajmone Marsan
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Boston, Massachusetts. June 2023
Lady and the Tramp Nextdoor: Online Manifestations of Real-World Inequalities in the Nextdoor Social Network
Waleed Iqbal, Vahid Ghafouri, Gareth Tyson, Guillermo Suarez-Tangil, Ignacio Castro
International Conference on Web and Social Media. June 2023
A Simulation Tool for Interference Analysis in MIMO Wavelength Division LiFi Indoor Networks
Giovanni Luca Martena, Janis Sperga, Dayrene Frómeta, Rui Bian, Borja Genovés Guzmán, Mohamed Sufyan Islim, John Kosman, Harald Haas
IEEE International Conference on Communications - Workshop on Industrial Private 5G-and-beyond Wireless Network. Rome, Italy. May 2023
France Through the Lens of Mobile Traffic Data
Orlando E. Martínez-Durive, Sachit Mishra, Cezary Ziemlicki, Stefania Rubrichi, Zbigniew Smoreda, Marco Fiore
IEEE Network Traffic Measurement and Analysis Conference. Naples, Italy. May 2023
High-speed Machine Learning-enhanced Receiver for Millimeter-Wave Systems
Dolores Garcia Marti, Rafael Ruiz, Jesus Omar Lacruz, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
A Framework for Wireless Technology Classification using Crowdsensing Platforms
Alessio Scalingi, Domenico Giustiniano, Roberto Calvo-Palomino, Nikolaos Apostolakis, Gerome Bovet
IEEE International Conference on Computer Communications. New York, United States. May 2023
High-speed Machine Learning-enhanced Receiver for Millimeter-Wave Systems
Dolores Garcia Marti, Rafael Ruiz, Jesus Omar Lacruz, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
On the Limit Performance of Floating Gossip
Gianluca Rizzo, Noelia Pérez Palma, Marco Ajmone Marsan, Vincenzo Mancuso
IEEE International Conference on Computer Communications. New York, United States. May 2023
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens
Serly Moghadas Gholian, Claudio Fiandrino, Alan Collet, Giulia Attanasio, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
On the Effective Capacity of RIS-enabled mmWave Networks with Outdated CSI
Syed Waqas Haider Shah, Sai Pavan Deram, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
Flowrest: Practical Flow-Level Inference in Programmable Switches with Random Forests
Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
Few-Shot Domain Adaptation for End-to-End Communication
Jayaram Raghuram, Yijing Zeng, Dolores Garcia Marti, Rafael Ruiz, Somesh Jha, Joerg Widmer, Suman Banerjee
International Conference on Learning Representations. Kigali, Rwanda. May 2023
Cashing in on Contacts: Characterizing the OnlyFans Ecosystem
Pelayo Vallina, Ignacio Castro, Gareth Tyson
International World Wide Web Conference. Austin, Texas, USA. April 2023
Understanding the Price of Data in Commercial Data Marketplaces
Santiago Andrés, Costas Iordanou, Nikolaos Laoutaris
IEEE International Conference on Data Engineering. Los Angeles, California, USA. April 2023
Simulation of Tele-Operated Driving over 5G Using CARLA and OMNeT++
Valerio Cislaghi, Christian Quadri, Vincenzo Mancuso, Marco Ajmone Marsan
IEEE Vehicular Networking Conference. Istanbul, Turkey. April 2023
Enabling Network and Service Programmability in 6G Mobile Communication Systems
Mohammad Asif Habibi, Jesús Pérez-Valero, Adrián Gallego Sánchez, Ignacio Labrador Pavón, Bin Han, Giada Landi, Bessem Sayadi, Christos Ntogkas, Ioannis-Prodromos Belikaidis, Hans D Schotten, Antonio Virdis
IEEE Future Networks World Forum. March 2023
Securing Federated Sensitive Topic Classification against Poisoning Attacks
Tianyue Chu, Álvaro García-Recuero, Costas Iordanou, Georgios Smaragdakis, Nikolaos Laoutaris
Usenix Network and Distributed System Security Symposium. San Diego, California. February 2023
TunnelLiFi: Bringing LiFi to Commodity Internet of Things Devices
Muhammad Sarmad Mir, Wenqing Yan, Prabal Dutta, Domenico Giustiniano, Ambuj Varshney
Workshop on Mobile Computing Systems and Applications. Orange County, California, USA.. February 2023
Visible Light or Infrared? Modulating LiFi for Dual Operation in the Visible and Infrared Spectra
Dayrene Frómeta, Muhammad Sarmad Mir, Borja Genovés Guzmán, Domenico Giustiniano
IEEE Wireless On-demand Network Systems and Services. Madonna di Campiglio, Italy. January 2023
AI-driven Orchestration for 6G Networking: the Hexa-X vision
Jesús Pérez-Valero, Antonio Virdis, Adrián Gallego Sánchez, Christos Ntogkas, Pablo Serrano, Giada Landi, Sławomir Kukliński, Céedric Morin, Ignacio Labrador Pavón, Bessem Sayadi
IEEE Globecom Workshops (GC Wkshps). Rio de Janeiro, Brazil. January 2023
Conference and Workshop Posters & Demos (6)
PassiveLiFi Demonstration: Rethinking LiFi for Low-Power and Long-Range RF Backscatter (Demo)
Dayrene Frómeta, Muhammad Sarmad Mir, Borja Genovés Guzmán, Ambuj Varshney, Domenico Giustiniano
ACM International Conference on Mobile Computing and Networking. Madrid, Spain. October 2023
A Snapshot of COVID-19 Incidence, Hospitalizations, and Mortality from Indirect Survey Data in China in January 2023 (Extended Abstract) (Poster)
Juan Marcos Ramirez, Junlang Wang, Jose Aguilar, Oluwasegun Ojo, Rosa Elvira Lillo, Antonio Fernández Anta
epiDAMIK 6.0: The 6th International workshop on Epidemiology meets Data Mining and Knowledge discovery. Long Beach, California, United States. August 2023
Consistent Comparison of Symptom-based Methods for COVID-19 Infection Detection (Extended Abstract) (Poster)
Jesús Rufino, Juan Marcos Ramirez, Jose Aguilar, Carlos Baquero, Jaya Prakash Champati, Davide Frey, Rosa Elvira Lillo, Antonio Fernández Anta
epiDAMIK 6.0: The 6th International workshop on Epidemiology meets Data Mining and Knowledge discovery. Long Beach, California, United States.. August 2023
Showcasing In-Switch Machine Learning Inference (Demo)
Aristide Tanyi Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
IEEE International Conference on Network Softwarization. Madrid, Spain. June 2023
Demonstrating Flow-Level In-Switch Inference (Demo)
Michele Gucciardo, Aristide Tanyi Jong Akem, Beyza Bütün, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
The Architectural Design of Service Management and Orchestration in 6G Communication Systems (Poster)
Mohammad Asif Habibi, Adrián Gallego Sánchez, Ignacio Labrador Pavón, Bin Han, Pablo Serrano, Jesús Pérez-Valero, Antonio Virdis, Hans Dieter Schotten
IEEE International Conference on Computer Communications. New York, United States. May 2023
Invited Papers, Keynotes, Invited Talks, Tutorials, Lectures, etc. (1)
A Primer on Online Convex Optimization (Invited Talk)
Livia Elena Chatzieleftheriou
Data-driven 5G RANs Summer School. IMDEA Networks Institute. May 2023
Theses (3)
In-depth analysis of the Android supply chain : Vendor customizations on critical networking components (Masters)
Vinuri Bandara
pp. 100 , July 2023
Technical Reports (2)
Online Algorithms for Hierarchical Inference in Deep Learning applications at the Edge
Vishnu Narayanan Moothedath, Jaya Prakash Champati, James Gross
pp. 23 , arXiv. April 2023
Statistical Age-of-Information Bounds for Parallel Systems: When Do Independent Channels Make a Difference?
Markus Fidler, Jaya Prakash Champati, Joerg Widmer, Mahsa Noroozi
pp. 38 , arXiv. March 2023