Optimized resource integration and global architecture for mobile infrastructure for 6G

Información del proyecto

ORIGAMI

Identificador del acuerdo de subvención: 101139270

DOI

10.3030/101139270

Fecha de la firma de la CE 13 Diciembre 2023

Fecha de inicio 1 Enero 2024

Fecha de finalización 31 Diciembre 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 3 945 156,75

Aportación de la UE

€ 3 686 979,25

Coordinado por

TELEFONICA INNOVACION DIGITAL SL
Spain

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (6)

Initial report on requirements and definition of KVIs and KPIs

Using the set of KPIs described in the Description of Action, D2.1 will develop the definition in the context of Key Value Indicators (KVIs). Hence, this report sets the groundwork for ORIGAMI, detailing what's needed for the project's success and to keep track of the technical progress. Given ORIGAMI's aim to evolve mobile architecture towards 6G and improve interoperability, this document will act as a roadmap for those goals.

Initial report on evaluation frameworks and tools

D4.1 surveys the tools and methods that will measure the performance of ORIGAMI's solutions, ensuring that the project's steps toward 6G enhancements and global interoperability can be properly gauged.

Communication, dissemination, and exploitation plan (CoDEP)

Strategy for carrying out dissemination, communication and exploitation activities

Description of NI solutions and services exploiting zero-trust exposure and compute continuum layers

This report elaborates on how ORIGAMI's Network Intelligence (NI) integrates with the Zero-Trust Exposure and Compute Continuum layers. Given the importance of NI in 6G's success, this deliverable ensures these components function harmoniously.

Report on Communication, dissemination, and exploitation results and updated CoDEP for Y1

Y1 report on the communication, dissemination, exploitation and standardization, as well as liaison with 6G-IA/SNS and IPR Management

Initial architecture of ORIGAMI, new business models and refinement of requirements and KPIs

D2.2 shall describe the early stages of ORIGAMI's design, focusing on the extension of the 5G Service-based Architecture, the Zero-Trust Exposure Layer, and the Compute Continuum Layer. It also dives into potential business models that align with ORIGAMI's vision. As the project evolves, changes to requirements and KPIs described in D2.1 are also documented here.

Publicaciones

Conference proceedings (29)

Rethinking Network Architecture: Enabling Service-Based Design Beyond 5G

Autores: Bizzarri, Simone; Fodrini, Maurizio; García-Avilés, Ginés; Spinelli, Francesco; Fiore, Marco; Gramaglia, Marco
Publicado en: 2025
Editor: IEEE
DOI: 10.5281/ZENODO.17699455

CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing

Autores: Lo Schiavo, Leonardo; García-Aviles, Gines; Garcia-Saavedra, Andres; Gramaglia, Marco; Fiore, Marco; BANCHS, ALBERT; Costa-Perez, Xavier
Publicado en: 2024
Editor: ACM
DOI: 10.5281/ZENODO.10721108

Poster: A First Look at IPX Hub Breakout with Airalo

Autores: HyunSeok Daniel Jang, Matteo Varvello, Andra Lutu, Yasir Zaki
Publicado en: Proceedings of the 2024 ACM on Internet Measurement Conference, 2025
Editor: ACM
DOI: 10.1145/3646547.3689662

YinYangRAN: Resource Multiplexing in GPU-Accelerated Virtualized RANs

Autores: Lo Schiavo, Leonardo; Ayala-Romero, Jose; Garcia-Saavedra, Andres; Fiore, Marco; Costa-Perez, Xavier
Publicado en: 2024
Editor: IEEE
DOI: 10.5281/ZENODO.10686545

Fair Resource Allocation in Virtualized O-RAN Platforms

Autores: Aslan, Fatih; Iosifidis, George; Ayala-Romero, Jose; Garcia-Saavedra, Andres; Costa-Perez, Xavier
Publicado en: 2024
Editor: ACM
DOI: 10.5281/ZENODO.10686646

CHOMET: Conditional Handovers via Meta-Learning

Autores: M. Kalntis, F. A. Kuipers, G. Iosifidis
Publicado en: 2025
Editor: IEEE
DOI: 10.48550/ARXIV.2507.07581

FairRIC: Real-time Fair Allocation in O-RAN with Shared Computing

Autores: Aslan, Fatih; Ayala-Romero, Jose A.; Garcia-Saavedra, Andres; Costa-Perez, Xavier; Iosifidis, George
Publicado en: 2025
Editor: IEEE
DOI: 10.5281/ZENODO.14710734

Towards Data-Driven Management of Mobile Networks through User Plane Inference

Autores: Akem, Aristide Tanyi-Jong; Fiore, Marco
Publicado en: 2024
Editor: IEEE
DOI: 10.1109/NOMS59830.2024.10575655

Through the Telco Lens: A Countrywide Empirical Study of Cellular Handovers

Autores: Kalntis, Michail; Suárez-Varela, José; Omaña Iglesias, Jesús; Bhattacharjee, Anup Kiran; Iosifidis, George (Georgios); Kuipers, Fernando A.; Lutu, Andra
Publicado en: 2024
Editor: ACM
DOI: 10.1145/3646547.3688452

Smooth Handovers via Smoothed Online Learning

Autores: Kalntis, Michail; Lutu, Andra; Omaña Iglesias, Jesus A.; Kuipers, Fernando; Iosifidis, George (Georgios)
Publicado en: 2025
Editor: IEEE
DOI: 10.5281/ZENODO.14726615

Optimistic Online Non-stochastic Control via FTRL

Autores: Mhaisen, Naram; Iosifidis, George (Georgios)
Publicado en: 2025
Editor: IEEE
DOI: 10.48550/ARXIV.2404.03309

A Service Mesh Platform for the Mobile Network Core

Autores: Tsolkas, Dimitris
Publicado en: 2024
Editor: 6GSNS
DOI: 10.5281/ZENODO.14725621

Parameterizing 5G New Radio: A Comparative Measurement Study on Throughput and Delay

Autores: Raffeck, Simon; Grøsvik, Sebastian; Lange, Stanislav; Hoßfeld, Tobias; Zinner, Thomas; Geißler, Stefan
Publicado en: 2024
Editor: IEEE
DOI: 10.5281/ZENODO.14724620

Cooperative Streaming Inferences in IoT Networks

Autores: Mengyuan Li, George Iosifidis, R. Venkatesha Prasad
Publicado en: GLOBECOM 2024 - 2024 IEEE Global Communications Conference, 2025
Editor: IEEE
DOI: 10.1109/GLOBECOM52923.2024.10901439

A Discrete-Time Model of the 5G New Radio Uplink Channel

Autores: Simon Raffeck, Sebastian G. Grøsvik, Laura Alexandra Becker, Stanislav Lange, Stefan Geissler, Thomas Zinner, Wolfgang Kellerer, Tobias Hossfeld
Publicado en: 2025 36th International Teletraffic Congress (ITC-36), 2025
Editor: IEEE
DOI: 10.23919/ITC-3665175.2025.11078612

An Evaluation of RAN Sustainability Strategies in Production Networks

Autores: Martínez-Durive, Orlando Eduardo; Suárez-Varela, José; Omaña Iglesias, Jesus A.; Lutu, Andra; Fiore, Marco
Publicado en: 2025
Editor: IEEE
DOI: 10.5281/ZENODO.14718381

On The Dynamic Regret of FTRL: Optimism with History Pruning

Autores: N. Mhaisen, G. Iosifidis
Publicado en: 2025
Editor: PMLR ICML
DOI: 10.5281/ZENODO.16967724.ORG/10.5281/ZENODO.16967725

Risk-Aware Continuous Control with Neural Contextual Bandits

Autores: Ayala-Romero, Jose A.; Garcia-Saavedra, Andres; Costa-Perez, Xavier
Publicado en: 2024
Editor: AAAI
DOI: 10.5281/ZENODO.10686581

6G Standardization Potential of the ORIGAMI Novel Architectures and Use Cases

Autores: Chatzieleftheriou, Livia Elena; de Andres Hernandez, David; Bizzarri, Simone; Fiore, Marco; Fodrini, Maurizio; Garcia-Saavedra, Andres; Gramaglia, Marco; Municio, Esteban; Tsolkas, Dimitris
Publicado en: 2025
DOI: 10.5281/ZENODO.15311854

Towards Real-Time Intrusion Detection in P4-Programmable 5G User Plane Functions

Autores: Akem, Aristide Tanyi-Jong; Fiore, Marco
Publicado en: 2025
Editor: IEEE
DOI: 10.5281/ZENODO.14718054

An Urban Geography of Mobile Application Usage: Connecting Demand Dynamics and Urban Fabrics

Autores: Mishra, Sachit; Madariaga, Diego; ZIEMLICKI, Cezary; Naboulsi, Diala; Fiore, Marco
Publicado en: 2025
Editor: IEEE
DOI: 10.5281/ZENODO.14718344

Ultra-Low Latency User-Plane Cyberattack Detection in SDN-based Smart Grids

Autores: Akem, Aristide Tanyi-Jong; Gucciardo, Michele; Fiore, Marco
Publicado en: 2024
Editor: ACM
DOI: 10.5281/ZENODO.14717999

Mean-Field Multi-Agent Contextual Bandit for Energy-Efficient Resource Allocation in vRANs

Autores: Ayala-Romero, Jose A.; Lo Schiavo, Leonardo; Garcia-Saavedra, Andres; Costa-Perez, Xavier
Publicado en: 2024
Editor: IEEE
DOI: 10.5281/ZENODO.10686513

Towards 6G: Architectural Innovations and Challenges in the ORIGAMI Framework

Autores: Chatzieleftheriou, Livia Elena; Gramaglia, Marco; Garcia Saavedra, Andres; Gebert, Steffen; GARCIA AVILES, Gines; Geissler, Stefan; Fiore, Marco; Patras, Paul; Lutu, Andra; Tsolkas, Dimitris; Rahman, Md. Arifur
Publicado en: 2024
Editor: EUCNC
DOI: 10.5281/ZENODO.14718913

DUNE: Distributed Inference in the User Plane

Autores: BÜTÜN, BEYZA; de Andres Hernandez, David; Gucciardo, Michele; Fiore, Marco
Publicado en: 2025
Editor: IEEE
DOI: 10.5281/ZENODO.14718514

Adaptive Online Non-stochastic Control

Autores: Mhaisen, Naram; Iosifidis, George (Georgios)
Publicado en: 2024
Editor: PLMR
DOI: 10.48550/ARXIV.2310.02261

Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning

Autores: Akem, Aristide Tanyi-Jong; Fraysse, Guillaume; Fiore, Marco
Publicado en: 2024
Editor: IEEE
DOI: 10.5281/ZENODO.11120145

Pallas: A Data-Plane-Only Approach to Accurate Persistent Flow Detection on Programmable Switches in High-Speed Networks

Autores: Weihe Li, Beyza Bütün, Tianyue Chu, Marco Fiore, Paul Patras
Publicado en: 2025 IEEE 33rd International Conference on Network Protocols (ICNP), 2025
Editor: IEEE
DOI: 10.1109/ICNP65844.2025.11192401

A Shortcut through the IPX: Measuring Latencies in Global Mobile Roaming with Regional Breakouts

Autores: Vomhoff, Viktoria; Sichermann, Marleen; Geißler, Stefan; Lutu, Andra; Giess, Martin; Hoßfeld, Tobias
Publicado en: 2024
Editor: IEEE
DOI: 10.5281/ZENODO.14103045

Peer reviewed articles (14)

Quantum Computing in the RAN with Qu4Fec: Closing Gaps Towards Quantum-based FEC processors

Autores: Nikolaos Apostolakis, Marta Sierra-Obea, Marco Gramaglia, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Fiore, Albert Banchs, Xavier Costa-Perez
Publicado en: Proceedings of the ACM on Measurement and Analysis of Computing Systems, Edición 9, 2025, ISSN 2476-1249
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3727128

IEEE Communications Magazine

Autores: Collett, Alan; Bazco Nogueras, Antonio; BANCHS, ALBERT; Fiore, Marco
Publicado en: IEEE Communications Magazine, 2024, ISSN 0163-6804
Editor: IEEE
DOI: 10.5281/ZENODO.14718095

Faro: A Scalable and Reliable Outage Detection Algorithm for IoT Mobile Virtual Network Aggregators

Autores: Mattia Milani, Viktoria Vomhoff, Dario Bega, Marco Gramaglia, Stefan Geissler, Csaba Karsai, Pablo Serrano
Publicado en: Proceedings of the ACM on Networking, Edición 3, 2025, ISSN 2834-5509
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3768982

ATELIER: service tailored and limited-trust network analytics using cooperative learning

Autores: Milani, Mattia; Bega, Dario; Gramaglia, Marco; Serrano, Pablo; Mannweiler, Christian
Publicado en: IEEE Open Journal of the Communications Society, 2024, ISSN 2644-125X
Editor: IEEE
DOI: 10.5281/ZENODO.11198763

IEEE Transactions on Communications

Autores: Kalntis, Michail; Iosifidis, George (Georgios); Kuipers, Fernando
Publicado en: IEEE Transactions on Communications, 2024, ISSN 0090-6778
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2024.3461569

Minimization of the Training Makespan in Hybrid Federated Split Learning

Autores: Joana Tirana, Dimitra Tsigkari, George Iosifidis, Dimitris Chatzopoulos
Publicado en: IEEE Transactions on Mobile Computing, Edición 24, 2025, ISSN 1536-1233
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMC.2025.3533033

IEEE Network

Autores: Baguer, Pau; Municio, Esteban; Garcia-Aviles, Gines; Costa-Pérez, Xavier
Publicado en: IEEE Network, 2024, ISSN 0890-8044
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.5281/ZENODO.12744876

Fact-Checking 5G Security: Bridging the Gap Between Expectations and Reality

Autores: Oscar Lasierra, Norbert Ludant, Gines Garcia-Aviles, Esteban Municio, Guevara Noubir, Antonio Skarmeta, Xavier Costa-Pérez
Publicado en: IEEE Open Journal of the Communications Society, 2025, ISSN 2644-125X
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.16744081

International Journal of Network Management

Autores: Akem, Aristide Tanyi-Jong; Fraysse, Guillaume; Fiore, Marco
Publicado en: International Journal of Network Management, 2025, ISSN 1055-7148
Editor: Wiley
DOI: 10.1002/NEM.2320

AegisRAN: A Fair and Energy-Efficient Computing Resource Allocation Framework for vRANs

Autores: Garcia Saavedra, Andres
Publicado en: IEEE TRANSACTIONS OF MOBILE COMPUTING 1, 2025, ISSN 1558-0660
Editor: IEEE
DOI: 10.5281/ZENODO.15473236

The TES Framework: Joint Statistical Modeling and Machine Learning for Network KPI Forecasting

Autores: Leonardo Lo Schiavo, Genoveva García, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
Publicado en: IEEE Transactions on Network and Service Management, Edición 23, 2025, ISSN 1932-4537
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.17520813

Computer Networks

Autores: Rossanese, Marco; Garcia-Saavedra, Andres; Mursia, Placido; Sciancalepore, Vincenzo; Asadi, Arash; Costa-Perez, Xavier
Publicado en: Computer Networks, 2024, ISSN 1389-1286
Editor: Elsevier BV
DOI: 10.5281/ZENODO.11400632

IEEE Transactions on Mobile Computing

Autores: MUNGARI, FEDERICO; Puligheddu, Corrado; Garcia Saavedra, Andres; Chiasserini, Carla Fabiana
Publicado en: IEEE Transactions on Mobile Computing, 2025, ISSN 1536-1233
Editor: IEEE
DOI: 10.5281/ZENODO.14723485

Attacking O-RAN Interfaces: Threat Modeling, Analysis and Practical Experimentation

Autores: Baguer, Pau; Yilma, Girma M.; Municio, Esteban; GARCIA AVILES, Gines; Garcia-Saavedra, Andres; Liebsch, Marco; Costa-Pérez, Xavier
Publicado en: IEEE Open Journal of the Communications Society, 2024, ISSN 2644-125X
Editor: IEEE
DOI: 10.5281/ZENODO.12771582

Other (4)

Kairos: Energy-Efficient Radio Unit Control for O-RAN via Advanced Sleep Modes

Autores: Garcia Saavedra, Andres
Publicado en: 2025
DOI: 10.5281/ZENODO.15473284

Modeling Base Station Metadata Geolocation

Autores: Martínez-Durive, Orlando E.; Bakirtzis, Stefanos; Ziemlicki, Cezary; Fiore, Marco
Publicado en: 2025
Editor: NetMob 25
DOI: 10.5281/ZENODO.17700026

Practical and General-Purpose Flow-Level Inference With Random Forests in Programmable Switches

Autores: Akem, Aristide Tanyi-Jong; BÜTÜN, BEYZA; Gucciardo, Michele; Fiore, Marco
Publicado en: IEEE Transactions on Networking, 2025
DOI: 10.5281/ZENODO.15311319

CloudRIC demo: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing

Autores: Lo Schiavo, Leonardo; Garcia-Aviles, Gines; Garcia-Saavedra, Andres; Gramaglia, Marco; Fiore, Marco; Banchs, Albert; Costa-Perez, Xavier
Publicado en: 2024
Editor: ACM
DOI: 10.5281/ZENODO.13889362