A comprehensive survey on digital twin for future networks and emerging Internet of Things industry

A Hakiri, A Gokhale, SB Yahia, N Mellouli - Computer Networks, 2024 - Elsevier
The rapid growth of industrial digitalization in the Industry 4.0 era is fundamentally
transforming the industrial sector by connecting products, machines, and people, offering …

Recent advances in data engineering for networking

E Zeydan, J Mangues-Bafalluy - IEEE Access, 2022 - ieeexplore.ieee.org
This tutorial paper examines recent advances in data engineering, focusing on aspects of
network management and orchestration. We provide a comprehensive analysis of …

5Growth: An end-to-end service platform for automated deployment and management of vertical services over 5G networks

X Li, A Garcia-Saavedra, X Costa-Perez… - IEEE …, 2021 - ieeexplore.ieee.org
This article introduces the key innovations of the 5Growth service platform to empower
vertical industries with an AI-driven automated 5G end-to-end slicing solution that allows …

Distributed ledger technologies for network slicing: A survey

F Javed, K Antevski, J Mangues-Bafalluy… - IEEE …, 2022 - ieeexplore.ieee.org
Network slicing is one of the fundamental tenets of Fifth Generation (5G)/Sixth Generation
(6G) networks. Deploying slices requires end-to-end (E2E) control of services and the …

Toward native explainable and robust AI in 6G networks: Current state, challenges and road ahead

C Fiandrino, G Attanasio, M Fiore, J Widmer - Computer Communications, 2022 - Elsevier
Abstract 6G networks are expected to face the daunting task of providing support to a set of
extremely diverse services, each more demanding than those of previous generation …

On the Integration of AI/ML-based scaling operations in the 5Growth platform

J Baranda, J Mangues-Bafalluy… - … IEEE Conference on …, 2020 - ieeexplore.ieee.org
The automated assurance of vertical service level agreements (SLA) is a challenge in 5G
networks. The EU 5Growth project designs and develops a 5G End-to-End service platform …

Public and non-public network integration for 5Growth industry 4.0 use cases

C Guimarães, X Li, C Papagianni… - IEEE …, 2021 - ieeexplore.ieee.org
5G is playing a paramount role in the digital transformation of the industrial sector, offering
high-bandwidth, reliable, and low-latency wireless connectivity to meet the stringent and …

Multi-domain solutions for the deployment of private 5G networks

X Li, C Guimaraes, G Landi, J Brenes… - IEEE …, 2021 - ieeexplore.ieee.org
Private 5G networks have become a popular choice of various vertical industries to build
dedicated and secure wireless networks in industry environments to deploy their services …

SFC embedding meets machine learning: Deep reinforcement learning approaches

Y Liu, Y Lu, X Li, W Qiao, Z Li… - IEEE Communications …, 2021 - ieeexplore.ieee.org
Service function chain (SFC) has been recognized as one of the most important
technologies that can satisfy dynamic service demands in the edge clouds. However, how to …

Performance isolation for network slices in industry 4.0: The 5growth approach

CY Chang, TG Ruiz, F Paolucci, MA Jiménez… - IEEE …, 2021 - ieeexplore.ieee.org
Network slicing plays a key role in the 5G ecosystem for verticals to introduce new use cases
in the industrial sector, ie, Industry 4.0. However, a widely recognized challenge of network …