IMDEA Networks
User Publications
CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing
Leonardo Lo Schiavo, Ginés García-Avilés, Andres Garcia-Saavedra, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
ACM International Conference on Mobile Computing and Networking. Washington, D.C., USA. October 2024
Towards 6G: Architectural Innovations and Challenges in the ORIGAMI Framework
Livia Elena Chatzieleftheriou, Marco Gramaglia, Andres Garcia-Saavedra, Steffen Gebert, Ginés García-Avilés, Stefan Geissler, Marco Fiore, Paul Patras, Andra Lutu, Dimitris Tsolkas, Md Arifur Rahman
European Conference on Networks and Communications & 6G Summit. Antwerp, Belgium. June 2024
Network Intelligence in Action: the DAEMON Perspective
Livia Elena Chatzieleftheriou, Marco Gramaglia, Marco Fiore, Nina Slamnik-Krijestorac, Miguel Camelo, Paola Soto, Evangelos Kosmatos, Andres Garcia-Saavedra, Michele Gucciardo
European Conference on Networks and Communications & 6G Summit. Antwerp, Belgium. June 2024
ATHENA: Machine Learning and Reasoning for Radio Resources Scheduling in vRAN systems
Nikolaos Apostolakis, Marco Gramaglia, Livia Elena Chatzieleftheriou, Tejas Subramanya, Albert Banchs, Henning Sanneck
IEEE Journal on Selected Areas in Communications. 10.1109/JSAC.2023.3336155. November 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
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 Natively Intelligent Networks
Jose M. Alcaraz-Calero, Anttonen Antti, Marco Araújo, Raul Barbosa, Sokratis Barmpounakis, Sergio Barrachina-Muñoz, Riccardo Bassoli, Giacomo Bernini, Luis Blanco, Anne-Marie Bosneag, Ashima Chawla, Loizos Christofi, Dilin Dampahalage, Panagiotis Demestichas, Marten Ericson, Hamed Farhadi, Marco Fiore, Frank H.p. Fitzek, Hannu Flinck, Joāo Fonseca, Martti Forsell, Victor Gabillon, Ginés García-Avilés, Andres Garcia-Saavedra, Marco Gramaglia, Bin Han, Mikko Honkala, Alexandre Kazmierowski, Charalambos Klitis, Dani Korpi, Slawomir Kuklinski, Ignacio Labrador Pavón, Vasiliki Lamprousi, Giada Landi, Haeyoung Lee, Xi Li, Josep Mangues-Bafalluy, Bahare Masood Khorsandi, Mattia Merluzzi, Jafar Mohammadi, Cédric Morin, José Antonio Ordoñez Lucena, Petteri Pöyhönen, Nuwanthika Rajapaksha, Premanandana Rajatheva, Farhad Rezazadeh, Roberto Riggio, Lucas Scheuvens, Merve Seimler, Janne Tuononen, Ricard Vilalta, Qi Wang, Stefan Wunderer, Lanfranco Zanzi, Engin Zeydan, Xun Zhang
NOW Publishers. ISBN: 978-1-63828-239-6. January 2023
DAEMON: A Network Intelligence Plane for 6G Networks
Miguel Camelo, Marco Gramaglia, Paola Soto, Lidia Fuentes, Joaquín Ballestreros, Antonio Bazco-Nogueras, Ginés García, Steven Latré, Andres Garcia-Saavedra, Marco Fiore
The 2nd Workshop on Architectural Evolution toward 6G Networks (6GArch). December 2022
Forecasting for Network Management with Joint Statistical Modelling and Machine Learning
Leonardo Lo Schiavo, Marco Fiore, Marco Gramaglia, Albert Banchs, Xavier Costa-Perez
10.1109/WoWMoM54355.2022.00028. IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Belfast, UK. June 2022
News or Social Media? Socioeconomic divide of mobile service consumption
Iñaki Ukar, Marco Gramaglia, Marco Fiore, Zbigniew Smoreda, Esteban Moro
Journal of the Royal Society Interface. Volume 18 , The Royal Society. ISSN: 1742-5689. December 2021
Nuberu: Reliable RAN virtualization in shared platforms
Ginés García, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Pablo Serrano, Albert Banchs
Proceedings of the 27th Annual International Conference on Mobile Computing and Networking. New Orleans, USA. October 2021
Network Intelligence in 6G: challenges and opportunities
Albert Banchs, Marco Fiore, Andres Garcia-Saavedra, Marco Gramaglia
ACM International Workshop on Mobility in the Evolving Internet Architecture (MobiArch), held in conjunction with MobiCom 2021. New Orleans, United States. October 2021
GLOVE: towards privacy-preserving publishing of record-level-truthful mobile phone trajectories
Marco Gramaglia, Marco Fiore, Angelo Furno, Razvan Stanica
ACM/IMS Transactions on Data Science. March 2021
vrAIn: Deep Learning based Orchestration for Computing and Radio Resources in vRANs
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
IEEE Transactions on Mobile Computing. 10.1109/TMC.2020.3043100. IEEE Communications Society. ISSN: 1536-1233. December 2020
AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms
Dario Bega, Marco Gramaglia, Ramón Pérez, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Network. 10.1109/MNET.001.2000047. Volume 34 , IEEE. December 2020
ACHO: A framework for flexible re-orchestration of virtual network functions
Ginés García, Marco Gramaglia, Albert Banchs
Computer Networks. Volume 180 , Elsevier. October 2020
Experimenting with SRv6: a Tunneling Protocol supporting Network Slicing in 5G and beyond
Marco Gramaglia, Vincenzo Sciancalepore, Ramón Pérez, Francisco Javier Fernandez-Maestro, Pablo Serrano, Albert Banchs
IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD 2020). Virtual Conference. September 2020
AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing
Dario Bega, Marco Gramaglia, Albert Banchs, Xavier Costa-Perez
The 39th IEEE International Conference on Computer Communications (IEEE INFOCOM 2020). Online (previously Toronto, Canada). July 2020
The case for serverless mobile networking
Marco Gramaglia, Pablo Serrano, Albert Banchs, Ginés García, Andres Garcia-Saavedra, Ramón Pérez
The 19th IFIP Networking 2020 Conference (NETWORKING 2020). Virtual conference. June 2020
Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis
Cristina Márquez, Marco Gramaglia, Albert Banchs, Zbigniew Smoreda
The 18th Mediterranean Communication and Computer Networking Conference (IEEE MedComNet 2020). Arona, Italy. June 2020