12 citations · 26 across the 7 of their papers we have counts for
7 papers
Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges and Future Directions
Houda Hafi, Bouziane Brik, Pantelis A. Frangoudis +1
Sixth-generation (6G) networks anticipate intelligently supporting a wide range of smart services and innovative applications. Such a context urges a heavy usage of Machine Learnin…
Explainable AI in 6G O-RAN: A Tutorial and Survey on Architecture, Use Cases, Challenges, and Future Research
Bouziane Brik, Hatim Chergui, Lanfranco Zanzi +5
The recent O-RAN specifications promote the evolution of RAN architecture by function disaggregation, adoption of open interfaces, and instantiation of a hierarchical closed-loop c…
Network Slicing-Based Customization of 5G Mobile Services
I. Afolabi, T. Taleb, P. A. Frangoudis +2
Through network slicing, different requirements of different applications and services can be met. These requirements can be in terms of latency, bandwidth, mobility support, defin…
Follow-Me Cloud: When Cloud Services Follow Mobile Users
T. Taleb, A. Ksentini, P. Frangoudis
The trend towards the cloudification of the 3GPP LTE mobile network architecture and the emergence of federated cloud infrastructures call for alternative service delivery strategi…
CDN Slicing over a Multi-Domain Edge Cloud
T. Taleb, P. A. Frangoudis, I. Benkacem +1
We present an architecture for the provision of video Content Delivery Network (CDN) functionality as a service over a multi-domain cloud. We introduce the concept of a CDN slice,…
Characterizing the Computational and Memory Requirements of Virtual RANs
Somreeta Pramanik, Adlen Ksentini, Carla Fabiana Chiasserini
The virtualization of radio access networks (RANs) is emerging as a key component of future wireless systems, as it brings agility to the RAN architecture and offers degrees of des…
Resource Orchestration of 5G Transport Networks for Vertical Industries
K. Antevski, J. Martín-Pérez, Nuria Molner +12
The future 5G transport networks are envisioned to support a variety of vertical services through network slicing and efficient orchestration over multiple administrative domains.…