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  1. ieeexplore.ieee.org

    The Network Digital Twin (NDT) developed in the B5GEMINI project is presented in this article, highlighting its architecture, objectives, functionalities, and practical applications. The design of the NDT architecture is detailed, including the establishment of the foundational infrastructure, developed as part of B5GEMINI-INFRA. The integration of artificial intelligence techniques for ...
  2. The integration of artificial intelligence techniques for network management tasks within B5GEMINI-AIUC is illustrated with relevant use cases, such as the detection of cybersecurity attacks and the simulation and optimization of virtual reality applications, to demonstrate the usefulness and potential of the proposed NDT solution.
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  4. semanticscholar.org

    May 6, 2024An in-depth use case focusing on ML-based detection of a simulated denial of service attack through DNS over HTTPS within a 5G network framework showcases the NDT's potential to provide a secure environment for testing and validating ML-based solutions without disrupting live networks. The Network Digital Twin (NDT) developed in the B5GEMINI project is presented in this article, highlighting ...
  5. researchgate.net

    May 6, 2024Network Digital Twin (NDT) is a new technology that builds on the concept of Digital Twins (DT) to create a virtual representation of the physical objects of a telecommunications network.
  6. ncbi.nlm.nih.gov

    National Center for Biotechnology Information

    https://www.ncbi.nlm.nih.gov › pmc › articles › PMC9185242

    Network Digital Twin (NDT) is a new technology that builds on the concept of Digital Twins (DT) to create a virtual representation of the physical objects of a telecommunications network. ... the development of a 5G/6G NDT infrastructure and the design and integration of advanced AI components and use cases in the NDT for realistic ...
  7. Network Digital Twin (NDT) is a new technology that builds on the concept of Digital Twins (DT) to create a virtual representation of the physical objects of a telecommunications network. NDT bridges physical and virtual spaces to enable coordination and synchronization of physical parts while eliminating the need to directly interact with them. There is broad consensus that Artificial ...
  8. ieeexplore.ieee.org

    Jun 28, 2024The sixth generation mobile network (6G) is evolving to provide ubiquitous connections, multidimensional perception, native intelligence, global coverage, etc., which poses intense demands for network design to tackle the highly dynamic context and diverse service requirements. Digital Twin (DT) is envisioned as an efficient method for designing 6G that migrates the behaviors of physical nodes ...
  9. link.springer.com

    Dec 28, 2024The sixth-generation (6G) mobile network implements the social vision of digital twins and ubiquitous intelligence. Contrary to the fifth-generation (5G) mobile network that focuses only on communications, 6G mobile networks must natively support new capabilities such as sensing, computing, artificial intelligence (AI), big data, and security while facilitating Everything as a Service ...
  10. Abstract— Digital twin networks (DTNs) are real-time replicas of physical networks. They are emerging as a powerful technology for design, diagnosis, simulation, what-if-analysis, and artificial intelligence (AI)/machine learning (ML) real-time driven optimization and control of the sixth-generation (6G) wireless networks.
  11. research issues for wireless network digital twins in the 6G era are discussed. Index Terms—6G, digital twin, generative artificial intelligence, generative adversarial network (GAN), Transformer, diffusion model. I. INTRODUCTION From the first-generation (1G) of analog communication systems to the contemporary fifth-generation (5G) era, we

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