An in-depth survey on virtualization technologies in 6g integrated terrestrial and non-terrestrial networks

S Ammar, CP Lau, B Shihada - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
6G networks are envisioned to deliver a large diversity of applications and meet stringent
Quality of Service (QoS) requirements. Hence, integrated Terrestrial and Non-Terrestrial …

[HTML][HTML] Agile FPGA Computing at the 5G Edge: Joint Management of Accelerated and Software Functions for Open Radio Access Technologies

N Bartzoudis, J Rubio Fernández, D López-Bueno… - Electronics, 2024 - mdpi.com
This paper presents ReproRun, a flexible and extensible run-time framework for the
reconfiguration of functions in field programmable gate array (FPGA) devices used in …

A hierarchical AI-based control plane solution for multi-technology deterministic networks

PG Giardina, P Szilágyi, CF Chiasserini… - Proceedings of the …, 2023 - dl.acm.org
Following the Industry 4.0 vision of a full digitization of the industry, time-critical services and
applications, allowing network infrastructures to deliver information with determinism and …

Layer-wise Personalized Federated Learning for Mobile Traffic Prediction

S Lee, J Sung, MK Shin - IEEE Access, 2024 - ieeexplore.ieee.org
With the evolution of mobile networks delivering high-performance network services to a
myriad of devices, accurate mobile traffic prediction has become increasingly important. In …

An Evolutionary Edge Computing Architecture for the Beyond 5G Era

E Kartsakli, J Perez-Romero… - 2023 IEEE 28th …, 2023 - ieeexplore.ieee.org
Beyond 5G (B5G) communication networks face the challenge of meeting the demanding
requirements of various service types, including uRLLC, mIoT, eMBB, and emerging …

TF2AIF: Facilitating development and deployment of accelerated AI models on the cloud-edge continuum

A Leftheriotis, A Tzenetopoulos, G Lentaris… - arXiv preprint arXiv …, 2024 - arxiv.org
The B5G/6G evolution relies on connect-compute technologies and highly heterogeneous
clusters with HW accelerators, which require specialized coding to be efficiently utilized. The …

Wireless Network Digital Twin Calibrated by Real Time Telemetry and XR Feedback Interface

S Sudhakaran, J Perez-Ramirez… - 2024 IEEE 20th …, 2024 - ieeexplore.ieee.org
Managing Wireless networks, particularly in industrial and factory environments, to meet the
escalating demands of time critical applications has become more complex and warrants …

Seamless Integration of Efficient 6G Wireless Technologies for Communication and Sensing Enabling Ecosystems

J Gutiérrez, V Sark, M Özates, A Tzanakaki… - … Conference on Artificial …, 2024 - Springer
The vision of 6G foresees telecommunication infrastructures that move from provisioning
classical telecommunication and data services to delivering more intelligent, flexible and …

Influence of AI and MAS in Enhancing Energy Efficiency of 6G Communications

D Negi, F Prakash, A Gupta - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
Next-generation Internet of Things (IoT) is progressing rapidly due to the introduction of
beyond 5G (B5G) and the approaching arrival of 6G, which have improved the …

Integrating Machine Learning Models into the Linux Kernel: Opportunities and Challenges

J Gallego-Madrid, I Bru-Santa… - … Conference on Mobile …, 2023 - Springer
The advent of the next generation of communication networks demands deep changes
within current infrastructures. In this regard, the softwarization of the network following the …