Software-defined networking solutions, architecture and controllers for the industrial internet of things: A review
C Urrea, D Benítez - Sensors, 2021 - mdpi.com
The use of Software-Defined Networking (SDN) in the communications of the Industrial
Internet of Things (IIoT) demands more comprehensive solutions than those developed to …
Internet of Things (IIoT) demands more comprehensive solutions than those developed to …
A graph neural network-based digital twin for network slicing management
Network slicing has emerged as a promising networking paradigm to provide resources
tailored for Industry 4.0 and diverse services in 5G networks. However, the increased …
tailored for Industry 4.0 and diverse services in 5G networks. However, the increased …
OrchestRAN: Network automation through orchestrated intelligence in the open RAN
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …
disaggregated architectures exposing analytics and control knobs to enable 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 …
Metropolitan optical networks: A survey on single-layer architectures
LS de Sousa, AC Drummond - Optical Switching and Networking, 2023 - Elsevier
Metropolitan optical networks are undergoing significant transformations to continue being
able to provide services that meet the requirements of the applications of the future. The …
able to provide services that meet the requirements of the applications of the future. The …
Spatial–temporal graph neural network traffic prediction based load balancing with reinforcement learning in cellular networks
Balancing network traffic among base stations poses a primary challenge for mobile
operators because of the escalating demand for enhanced data speeds in large-scale 5G …
operators because of the escalating demand for enhanced data speeds in large-scale 5G …
A data-driven base station sleeping strategy based on traffic prediction
Due to the rapidly increasing number of base stations (BSs) in the operational cellular
networks, their energy consumption is escalating. In this paper, we propose an intelligent …
networks, their energy consumption is escalating. In this paper, we propose an intelligent …
OrchestRAN: Orchestrating network intelligence in the open RAN
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …
disaggregated architectures exposing analytics and control knobs to enable network …
Application of an innovative convolutional/LSTM neural network for computing resource allocation in NFV network architectures
V Eramo, T Catena - IEEE Transactions on Network and …, 2022 - ieeexplore.ieee.org
An innovative resource allocation framework for virtualized network environments and
based on the application of Artificial Intelligence techniques is proposed and investigated. It …
based on the application of Artificial Intelligence techniques is proposed and investigated. It …
A classification of the enabling techniques for low latency and reliable communications in 5G and beyond: AI-enabled edge caching
LC Mutalemwa, S Shin - IEEE Access, 2020 - ieeexplore.ieee.org
Various advanced and mission-critical applications are enabled by the emerging
technologies in fifth-generation (5G) mobile communication systems. To ensure improved …
technologies in fifth-generation (5G) mobile communication systems. To ensure improved …