Zero touch networks to realize virtualization: Opportunities, challenges, and future prospects
The heterogeneity and growing complexity from the evolution of 5G and beyond networks
and the development of future IoT networks necessitate the automatic management of these …
and the development of future IoT networks necessitate the automatic management of these …
Deep-learning-based blockchain for secure zero touch networks
The recent technological advancements in wireless communication systems and the Internet
of Things (IoT) have accelerated the development of zero touch networks (ZTNs). ZTNs …
of Things (IoT) have accelerated the development of zero touch networks (ZTNs). ZTNs …
Zero-touch networks: Towards next-generation network automation
The Zero-touch network and Service Management (ZSM) framework represents an
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …
[HTML][HTML] Machine Learning for Optimising Renewable Energy and Grid Efficiency
This research investigates the application of machine learning models to optimise
renewable energy systems and contribute to achieving Net Zero emissions targets. The …
renewable energy systems and contribute to achieving Net Zero emissions targets. The …
Automadapt: Zero touch configuration of 5g qos flows extended for time-sensitive networking
The aim of IEEE Time-Sensitive Networking (TSN) standards is to grant deterministic
communication in traditional Ethernet networks for Industry 4.0. Insofar as the use cases in …
communication in traditional Ethernet networks for Industry 4.0. Insofar as the use cases in …
Autonomous network assurance in intent based networking: Vision and challenges
A Leivadeas, M Falkner - 2023 32nd International Conference …, 2023 - ieeexplore.ieee.org
Intent Based Networking (IBN) is a new paradigm that promises to create autonomous
networks that can comply to high-level intents of network users and exhibit self-adaptation …
networks that can comply to high-level intents of network users and exhibit self-adaptation …
Predicting XR services QoE with ML: Insights from in-band encrypted QoS features in 360-VR
MT Islam, CE Rothenberg… - 2023 IEEE 9th …, 2023 - ieeexplore.ieee.org
The growing popularity of eXtended Reality (XR) is being driven by technological
advancements and the demand for advanced immersive digital experiences, including the …
advancements and the demand for advanced immersive digital experiences, including the …
Intent Assurance using LLMs guided by Intent Drift
Intent-Based Networking (IBN) presents a paradigm shift for network management, by
promising to align intents and business objectives with network operations--in an automated …
promising to align intents and business objectives with network operations--in an automated …
EFFECTOR: DASH QoE and QoS evaluation framework for EnCrypTed videO tRaffic
The exponential increase in Dynamic Adaptive Streaming over HTTP (DASH) based video
traffic with endto-end encryption poses many challenges for Mobile Network Operators …
traffic with endto-end encryption poses many challenges for Mobile Network Operators …
Network Slicing for Zero-Touch Networks: A Top-Notch Technology
Currently, the research field is extensively focused in Network Slicing technology. But for
End-to-End (E2E) NS implementations, Network Slice (NS) modelling features from …
End-to-End (E2E) NS implementations, Network Slice (NS) modelling features from …