Network management and orchestration using artificial intelligence: Overview of ETSI ENI
Y Wang, R Forbes, C Cavigioli, H Wang… - IEEE …, 2018 - ieeexplore.ieee.org
The European Telecommunications Standards Institute launched the Industry Specification
Group on Experiential Networked Intelligence in February 2017. This article provides a …
Group on Experiential Networked Intelligence in February 2017. This article provides a …
From design to practice: ETSI ENI reference architecture and instantiation for network management and orchestration using artificial intelligence
Y Wang, R Forbes, U Elzur, J Strassner… - IEEE …, 2020 - ieeexplore.ieee.org
The European Telecommunications Standards Institute launched the Industry Specification
Group (ISG) on Experiential Networked Intelligence (ENI) in February 2017. The work …
Group (ISG) on Experiential Networked Intelligence (ENI) in February 2017. The work …
Network control and management automation: Architecture standardization perspective
VP Kafle, T Hirayama, T Miyazawa… - IEEE …, 2021 - ieeexplore.ieee.org
Artificial intelligence (AI) and machine learning (ML) techniques are becoming essential to
automate the control and management of complex systems, such as 5G and future networks …
automate the control and management of complex systems, such as 5G and future networks …
Daemon: A network intelligence plane for 6g networks
While there is a clear trend towards network automation through the usage of Artificial
Intelligence (AI) and Machine Learning (ML) solutions, the major reference network …
Intelligence (AI) and Machine Learning (ML) solutions, the major reference network …
Artificial intelligence for elastic management and orchestration of 5G networks
DM Gutierrez-Estevez, M Gramaglia… - IEEE wireless …, 2019 - ieeexplore.ieee.org
The emergence of 5G enables a broad set of diversified and heterogeneous services with
complex and potentially conflicting demands. For networks to be able to satisfy those needs …
complex and potentially conflicting demands. For networks to be able to satisfy those needs …
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks
LE Chatzieleftheriou, M Gramaglia… - 2023 Joint European …, 2023 - ieeexplore.ieee.org
The quest for autonomous mobile networks introdu-ces the need for fully native support for
Network Intelligence (NI) algorithms, typically based on Artificial Intelligence tools like …
Network Intelligence (NI) algorithms, typically based on Artificial Intelligence tools like …
Requirements and Specifications for the Orchestration of Network Intelligence in 6G
Next-generation mobile networks are expected to flaunt highly (if not fully) automated
management. To achieve such a vision, Artificial Intelligence (AI) and Machine Learning …
management. To achieve such a vision, Artificial Intelligence (AI) and Machine Learning …
Knowledge-defined networking
The research community has considered in the past the application of Artificial Intelligence
(AI) techniques to control and operate networks. A notable example is the Knowledge Plane …
(AI) techniques to control and operate networks. A notable example is the Knowledge Plane …
Collaborative cross system AI: toward 5G system and beyond
The emerging industrial verticals set new challenges for 5G and beyond systems. Indeed,
the heterogeneity of the underlying technologies and the challenging and conflicting …
the heterogeneity of the underlying technologies and the challenging and conflicting …
Key research challenges in network management
Although network management has always played a key role for industry, it only recently
received a similar level of attention from many research communities, accelerated by …
received a similar level of attention from many research communities, accelerated by …