Learnable digital twin for efficient wireless network evaluation
Network digital twins (NDTs) facilitate the estimation of key performance indicators (KPIs)
before physically implementing a network, thereby enabling efficient optimization of the …
before physically implementing a network, thereby enabling efficient optimization of the …
Poster: Digital Network Twin via Learning-Based Simulator
Digital network twin (DNT) allows network operators to test their network management policy
before their actual deployment in real-world networks. Achieving DNT, however, can be …
before their actual deployment in real-world networks. Achieving DNT, however, can be …
Network digital twin: Context, enabling technologies, and opportunities
The proliferation of emergent network applications (eg, telesurgery, metaverse) is increasing
the difficulty of managing modern communication networks. These applications entail …
the difficulty of managing modern communication networks. These applications entail …
Generative AI-driven Digital Twin for Mobile Networks
H Chai, H Wang, T Li, Z Wang - IEEE Network, 2024 - ieeexplore.ieee.org
The sixth generation mobile network (6G) is evolving to provide ubiquitous connections,
multidimensional perception, native intelligence, global coverage, etc., which poses intense …
multidimensional perception, native intelligence, global coverage, etc., which poses intense …
Learn to Augment Network Simulators Towards Digital Network Twins
Digital network twin (DNT) is a promising paradigm to replicate real-world cellular networks
toward continual assessment, proactive management, and what-if analysis. Existing …
toward continual assessment, proactive management, and what-if analysis. Existing …
Framework for the development of a Network Digital Twin
Á Burgaleta, I Domínguez… - NOMS 2024-2024 …, 2024 - ieeexplore.ieee.org
Network Digital Twin (NDT) has emerged as a groundbreaking paradigm, revolutionizing the
modeling of modern and complex networks. NDTs are emulation of real-world networks that …
modeling of modern and complex networks. NDTs are emulation of real-world networks that …
Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks
With the emergence and proliferation of new forms of large-scale services such as smart
homes, virtual reality/augmented reality, the increasingly complex networks are raising …
homes, virtual reality/augmented reality, the increasingly complex networks are raising …
Deeper and Wider Networks for Performance Metrics Prediction in Communication Networks
A Liu, S Liu, X Pei - arXiv preprint arXiv:2401.00429, 2023 - arxiv.org
In today's era, users have increasingly high expectations regarding the performance and
efficiency of communication networks. Network operators aspire to achieve efficient network …
efficiency of communication networks. Network operators aspire to achieve efficient network …
NS+ NDT: Smart Integration of Network Simulation in Network Digital Twin, Application to IoT Networks
Abstract Network Digital Twin (NDT) and Network Simulation (NS) are two paradigms
leveraging virtual representations of networks to help decision-making. These tools may …
leveraging virtual representations of networks to help decision-making. These tools may …
DigiNet: Scaling up Provisioning of Network Digital Twin
The pursuit of self-driving networks is increasing pressure on adopting intelligent, edge-
based networking services. However, deploying autonomous network models within …
based networking services. However, deploying autonomous network models within …