A survey on intent-based networking
A Leivadeas, M Falkner - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
Current and future network services and applications are expected to revolutionize our
society and lifestyle. At the same time, the abundant possibilities that new network …
society and lifestyle. At the same time, the abundant possibilities that new network …
From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey
Due to the rapid development of the fifth-generation (5G) applications, and increased
demand for even faster communication networks, we expected to witness the birth of a new …
demand for even faster communication networks, we expected to witness the birth of a new …
Slicing the core network and radio access network domains through intent-based networking for 5G networks
The fifth-generation mobile network presents a wide range of services which have different
requirements in terms of performance, bandwidth, reliability, and latency. The legacy …
requirements in terms of performance, bandwidth, reliability, and latency. The legacy …
Intent-based end-to-end network service orchestration system for multi-platforms
On-demand service is the main feature of the 5G network, and Network Function
Virtualization (NFV) provides it by virtualizing the existing 5G network infrastructure. NFV …
Virtualization (NFV) provides it by virtualizing the existing 5G network infrastructure. NFV …
An efficient SDN‐based LTE‐WiFi spectrum aggregation system for heterogeneous 5G networks
Nowadays, the continuously increasing demand for high data traffic and providing different
quality of services (QoS) to the customer are very challenging tasks for all network operators …
quality of services (QoS) to the customer are very challenging tasks for all network operators …
Intent-based orchestration of network slices and resource assurance using machine learning
5G networks are aimed at provisioning of a wide range of sophisticated services with
uninterrupted user experience. In addition, it is very challenging to manage all the services …
uninterrupted user experience. In addition, it is very challenging to manage all the services …
IBNSlicing: Intent-based network slicing framework for 5G networks using deep learning
Network slicing is an important pillar of 5G networks that empowers the network operators to
provide the different quality of services (QoS) to the users. It enables network operators to …
provide the different quality of services (QoS) to the users. It enables network operators to …
Network assurance in intent-based networking data centers with machine learning techniques
X Zheng, A Leivadeas - 2021 17th International conference on …, 2021 - ieeexplore.ieee.org
Intent-Based Networking (IBN) is a recently proposed networking solution that allows
networks to be configured and adapted autonomously according to the users' or operators' …
networks to be configured and adapted autonomously according to the users' or operators' …
Deep learning-based approach for DDoS attacks detection and mitigation in 5G and beyond mobile networks
B Bousalem, VF Silva, R Langar… - 2022 IEEE 8th …, 2022 - ieeexplore.ieee.org
In this demo, we present a 5G prototype for attacks detection and mitigation in sliced
networks leveraging Machine Learning (ML). Our prototype, based on OpenAirInterface …
networks leveraging Machine Learning (ML). Our prototype, based on OpenAirInterface …
Generic intent-based networking platform for E2E network slice orchestration & lifecycle management
5G claims the service provisioning for a variety of new applications increasing orchestration
complexity. Additionally, many different orchestrators and platforms have been developed …
complexity. Additionally, many different orchestrators and platforms have been developed …