Zero touch management: A survey of network automation solutions for 5G and 6G networks
E Coronado, R Behravesh… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Mobile networks are facing an unprecedented demand for high-speed connectivity
originating from novel mobile applications and services and, in general, from the adoption …
originating from novel mobile applications and services and, in general, from the adoption …
[HTML][HTML] Deep learning for network traffic monitoring and analysis (NTMA): A survey
Modern communication systems and networks, eg, Internet of Things (IoT) and cellular
networks, generate a massive and heterogeneous amount of traffic data. In such networks …
networks, generate a massive and heterogeneous amount of traffic data. In such networks …
[HTML][HTML] A survey on Zero touch network and Service Management (ZSM) for 5G and beyond networks
Faced with the rapid increase in smart Internet-of-Things (IoT) devices and the high demand
for new business-oriented services in the fifth-generation (5G) and beyond network, the …
for new business-oriented services in the fifth-generation (5G) and beyond network, the …
A Survey on Network Slicing Security: Attacks, Challenges, Solutions and Research Directions
The dawn of softwarized networks enables Network Slicing (NS) as an important technology
towards allocating end-to-end logical networks to facilitate diverse requirements of emerging …
towards allocating end-to-end logical networks to facilitate diverse requirements of emerging …
On the specialization of fdrl agents for scalable and distributed 6g ran slicing orchestration
Network slicing enables multiple virtual networks to be instantiated and customized to meet
heterogeneous use case requirements over 5G and beyond network deployments …
heterogeneous use case requirements over 5G and beyond network deployments …
Intelligent joint network slicing and routing via GCN-powered multi-task deep reinforcement learning
In 6G mobile systems, network slicing is an emerging technology to support services with
distinct requirements by dividing a common infrastructure into multiple logical networks …
distinct requirements by dividing a common infrastructure into multiple logical networks …
Machine learning in network slicing—a survey
5G and beyond networks are expected to support a wide range of services, with highly
diverse requirements. Yet, the traditional “one-size-fits-all” network architecture lacks the …
diverse requirements. Yet, the traditional “one-size-fits-all” network architecture lacks the …
Dynamic network slicing orchestration for remote adaptation and configuration in industrial IoT
As an emerging and prospective paradigm, the industrial Internet of Things (IIoT) enable
intelligent manufacturing through the interconnection and interaction of industrial production …
intelligent manufacturing through the interconnection and interaction of industrial production …
Resource allocation for network slicing in mobile networks
This paper provides a survey of resource allocation for network slicing. We focus on two
classes of existing solutions:(i) reservation-based approaches, which allocate resources on …
classes of existing solutions:(i) reservation-based approaches, which allocate resources on …
Henna: Hierarchical machine learning inference in programmable switches
The recent proliferation of programmable network equipment has opened up new
possibilities for embedding intelligence into the data plane. Deploying models directly in the …
possibilities for embedding intelligence into the data plane. Deploying models directly in the …