LUMEN: A global fault management framework for network virtualization environments. - Sihem Cherrared; Sofiane Imadali; Eric Fabre; Gregor Goessler (ICIN, 2018)

SAKURA a Model Based Root Cause Analysis Framework for vIMS. - Sihem Cherrared; Sofiane Imadali; Eric Fabre; Gregor Gößler (MobiSys, 2019)

A Survey of Fault Management in Network Virtualization Environments: Challenges and Solutions. - Sihem Cherrared; Sofiane Imadali; Eric Fabre; Gregor Gößler; Imen Grida Ben Yahia (IEEE Trans. Netw. Serv. Manag., 2019)

5G Experimentation Framework: Architecture Specifications, Design and Deployment. - Louiza Yala; Sihem Cherrared; Grzegorz Panek; Sofiane Imadali; Ayoub Bousselmi (ICIN, 2020)

Fault management of programmable multi-tenant networks. (Gestion des fautes dans les réseaux multi-tenants et programmables). - Sihem Cherrared (2020)

SFC Self-Modeling and Active Diagnosis. - Sihem Cherrared; Sofiane Imadali; Eric Fabre; Gregor Gössler (IEEE Trans. Netw. Serv. Manag., 2021)

Multi-Domain Network Service Placement Optimization Using Curriculum Reinforcement Learning. - Arzhang Shahbazi; Sihem Cherrared; Fabrice Guillemin (NFV-SDN, 2023)

AI-Driven Framework for Scalable Management of Network Slices. - Luis Blanco; Slawomir Kuklinski; Engin Zeydan; Farhad Rezazadeh; Ashima Chawla; Lanfranco Zanzi; Francesco Devoti; Robert Kolakowski; Vasiliki Vlahodimitropoulou; Ioannis P. Chochliouros; Anne-Marie Bosneag; Sihem Cherrared; et al. (IEEE Commun. Mag., 2023)

Generating Commit Messages for Configuration Files in 5G Network Deployment Using LLMs. - Beining Yang; Alassane Samba; Guillaume Fraysse; Sihem Cherrared (CNSM, 2024)

From a Business Intent to a Network Deployment with User-Friendly Interfaces and Natural Language Processing. - Barbara Orlandi; Sandrine Lataste; Sylvaine Kerboeuf; Marc Bouillon; Xiaofeng Huang; Olivier Marcé; Frédéric Faucheux; Sihem Cherrared; Bruno Mongazon-Cazavet; Pascal Delvallet (ICIN, 2024)

5G Services Placement in Dynamic Multi-clusters. - Ryad Mohammed Cherifi; Mehdi Ahmed Boudjelli; Sihem Cherrared; Fabrice Guillemin (NoF, 2024)

Empowering Beyond 5G Networks: An Experimental Assessment of Zero-Touch Management and Orchestration. - Sergio Barrachina-Muñoz; Farhad Rezazadeh; Luis Blanco; Slawomir Kuklinski; Engin Zeydan; Ashima Chawla; Lanfranco Zanzi; Francesco Devoti; Vasiliki Vlahodimitropoulou; Ioannis P. Chochliouros; Anne-Marie Bosneag; Sihem Cherrared; et al. (IEEE Access, 2024)

DREAM: Dual foREcAsting Model for Network Anomaly Detection. - Mehdi Boudjelli; Sihem Cherrared; Pedro B. Velloso; Xiaofeng Huang; Fabrice Guillemin; Stefano Secci (NOMS, 2025)

Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences. - Adnan Shahid; Adrian Kliks; Ahmed Al-Tahmeesschi; Ahmed Elbakary; Alexandros Nikou; Ali Maatouk; Ali Mokh; Amirreza Kazemi; Antonio De Domenico; Athanasios Karapantelakis; Bo Cheng 001; Bo Yang 035; et al. (CoRR, 2025)

Towards End-to-End Network Intent Management with Large Language Models. - Lam Dinh; Sihem Cherrared; Xiaofeng Huang; Fabrice Guillemin (CoRR, 2025)