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 …

OrchestRAN: Network automation through orchestrated intelligence in the open RAN

S D'Oro, L Bonati, M Polese… - IEEE INFOCOM 2022 …, 2022 - ieeexplore.ieee.org
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …

Colosseum: The open RAN digital twin

M Polese, L Bonati, S D'Oro, P Johari… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Recent years have witnessed the Open Radio Access Network (RAN) paradigm
transforming the fundamental ways cellular systems are deployed, managed, and optimized …

OrchestRAN: Orchestrating network intelligence in the open RAN

S D'Oro, L Bonati, M Polese… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …

[PDF][PDF] A comprehensive survey on digital twin for future networks and emerging IoT industry

A HAKIRI, A Gokhale, S Ben Yahia… - Available at SSRN …, 2023 - researchgate.net
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 …

ALCoD: An adaptive load-aware approach to load balancing for containers in IoT edge computing

D Jiang, B Zhu, X Liu, S Mumtaz - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Container technologies promise efficient deployment of distributed services, but their
potential is hampered by suboptimal resource utilization and network congestion stemming …

Enabling spatial digital twins: Technologies, challenges, and future research directions

ME Ali, MA Cheema, T Hashem, A Ulhaq… - PFG–Journal of …, 2024 - Springer
Abstract A Digital Twin (DT) is a virtual replica of a physical object or system, created to
monitor, analyze, and optimize its behavior and characteristics. A Spatial Digital Twin (SDT) …

AI/ML-as-a-Service for optical network automation: use cases and challenges

C Natalino, A Panahi, N Mohammadiha… - Journal of Optical …, 2024 - opg.optica.org
In recent years, artificial intelligence/machine learning (AI/ML) has played a significant role
in automating optical networks. Despite this, the methods for creating, deploying, and …

A multi-criteria decision making approach for scaling and placement of virtual network functions

E Zeydan, J Mangues-Bafalluy, J Baranda… - Journal of Network and …, 2022 - Springer
This paper investigates the joint scaling and placement problem of network services made
up of virtual network functions (VNFs) that can be provided inside a cluster managing …

AI-based traffic analysis in digital twin networks

S Al-Shareeda, K Huseynov, LV Cakir… - arxiv preprint arxiv …, 2024 - arxiv.org
In today's networked world, Digital Twin Networks (DTNs) are revolutionizing how we
understand and optimize physical networks. These networks, also known as' Digital Twin …