Combining federated learning and edge computing toward ubiquitous intelligence in 6G network: Challenges, recent advances, and future directions

Q Duan, J Huang, S Hu, R Deng… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Full leverage of the huge volume of data generated on a large number of user devices for
providing intelligent services in the 6G network calls for Ubiquitous Intelligence (UI). A key to …

[HTML][HTML] End-to-end slices to orchestrate resources and services in the cloud-to-edge continuum

F Tusa, S Clayman - Future Generation Computer Systems, 2023 - Elsevier
Fog computing, combined with traditional cloud computing, offers an inherently distributed
infrastructure–referred to as the cloud-to-edge continuum–that can be used for the execution …

A novel QoS framework for network slicing in 5G and beyond networks based on SDN and NFV

Z Shu, T Taleb - IEEE Network, 2020 - ieeexplore.ieee.org
Along with the development of 5G, NS plays an important role in the application of mobile
networks to meet all kinds of personalized requirements. In terms of NS concept, network …

QoS design using Mmwave backhaul solution for utilising underutilised 5G bandwidth in GHz transmission

M Kandasamy, N Yuvaraj, RA Raja… - … and Smart Energy …, 2023 - ieeexplore.ieee.org
In general, the bandwidth of a local network is a topic that is becoming more and more
associated with the proliferation of high-speed Internet. Every time the user tries to connect …

Resource allocation modeling for fine-granular network slicing in beyond 5G systems

Z Shu, T Taleb, J Song - IEICE Transactions on Communications, 2022 - search.ieice.org
Through the concept of network slicing, a single physical network infrastructure can be split
into multiple logically-independent Network Slices (NS), each of which is customized for the …

Reliable multipath flow for link failure recovery in 5G networks using SDN paradigm

Q Yasin, Z Iqbal, MA Khan, S Kadry, Y Nam - Information Technology and …, 2022 - itc.ktu.lt
Reliable Multipath Flow for Link Failure Recovery in 5G Networks Using SDN Paradigm
Page 1 5 Information Technology and Control 2022/1/51 Reliable Multipath Flow for Link …

ML-based inter-slice load balancing control for proactive offloading of virtual services

FSD Silva, SN Silva, LMD Da Silva, A Bessa, S Ferino… - Computer Networks, 2024 - Elsevier
In the new 5G networking digital era, Network Slicing is pivotal in delivering new visionary
applications (eg, holographic calls, tactical Internet, immersive video, and expanded reality) …

Combining Federated Learning and Edge Computing toward Ubiquitous Intelligence: Challenges, Recent Advances, and Future Directions

Q Duan, J Huang, S Hu, R Deng, Z Lu, S Yu - Authorea Preprints, 2023 - techrxiv.org
Full leverage of the huge volume of data generated on a large number of user devices for
providing intelligent services in the 6G network calls for Ubiquitous Intelligence (UI). A key to …

[PDF][PDF] Nfv orchestration in edge and fog scenarios

JM Pérez - 2021 - e-archivo.uc3m.es
First of all, thanks to my supervisor Carlos Jesús, who gave me the opportunity of doing this
PhD. I owe him the trust and support that he has always put on everything I have done, the …

Resource allocation and management under priorities based on the squatting-kicking model for multi-slice 5G networks

AMAE Hamouda - 2021 - upcommons.upc.edu
The upcoming Beyond Fifth Generation networks aim to meet network services
characterized by low latency and high reliability among others in different slices to provide a …