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 …

A survey of intelligent network slicing management for industrial IoT: Integrated approaches for smart transportation, smart energy, and smart factory

Y Wu, HN Dai, H Wang, Z **ong… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Network slicing has been widely agreed as a promising technique to accommodate diverse
services for the Industrial Internet of Things (IIoT). Smart transportation, smart energy, and …

A survey on multi-access edge computing applied to video streaming: Some research issues and challenges

X Jiang, FR Yu, T Song… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Driven by the quality of experience (QoE) requirement of video streaming applications in the
smart city, smart education, immersive service, and connected vehicle scenarios, the …

Toward enabled industrial verticals in 5G: A survey on MEC-based approaches to provisioning and flexibility

F Spinelli, V Mancuso - IEEE Communications Surveys & …, 2020 - ieeexplore.ieee.org
The increasing number of heterogeneous devices connected to the Internet, together with
tight 5G requirements have generated new challenges for designing network infrastructures …

Multi-access edge computing: A survey

A Filali, A Abouaomar, S Cherkaoui, A Kobbane… - IEEE …, 2020 - ieeexplore.ieee.org
Multi-access Edge Computing (MEC) is a key solution that enables operators to open their
networks to new services and IT ecosystems to leverage edge-cloud benefits in their …

5G network slicing with unmanned aerial vehicles: Taxonomy, survey, and future directions

T Bouzid, N Chaib, ML Bensaad… - Transactions on …, 2023 - Wiley Online Library
With the ever‐expanding rise of network demands and user expectations, the fifth
generation (5G) of cellular networks was envisioned to support a plethora of use cases and …

Resource management from single-domain 5g to end-to-end 6g network slicing: A survey

S Ebrahimi, F Bouali, OCL Haas - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
Network Slicing (NS) is one of the pillars of the fifth/sixth generation (5G/6G) of mobile
networks. It provides the means for Mobile Network Operators (MNOs) to leverage physical …

Cloud-native network slicing using software defined networking based multi-access edge computing: A survey

SDA Shah, MA Gregory, S Li - IEEE Access, 2021 - ieeexplore.ieee.org
Fifth-Generation (5G) mobile cellular networks provide a promising platform for new,
innovative and diverse IoT applications, such as ultra-reliable and low latency …

Integration of D2D, network slicing, and MEC in 5G cellular networks: Survey and challenges

L Nadeem, MA Azam, Y Amin, MA Al-Ghamdi… - IEEE …, 2021 - ieeexplore.ieee.org
With the tremendous demand for connectivity anywhere and anytime, existing network
architectures should be modified. To cope with the challenges that arise due to the …

A resource allocation scheme for edge computing network in smart city based on attention mechanism

Z Sun, H Yang, C Li, Q Yao, Y Teng, J Zhang… - ACM Transactions on …, 2024 - dl.acm.org
In recent years, the number of devices and terminals connected to the smart city has
increased significantly. Edge networks face a greater variety of connected objects and …