Network intelligent control and traffic optimization based on SDN and artificial intelligence
A Guo, C Yuan - Electronics, 2021 - mdpi.com
For telecom operators, it is of great significance to employ artificial intelligence (AI) and big
data technology in a software-defined network (SDN) in order to achieve intelligent network …
data technology in a software-defined network (SDN) in order to achieve intelligent network …
Research on SDN/NFV network traffic management and optimization based on big data and artificial intelligence
A Guo, C Yuan, G He, L Xu - 2018 18th International …, 2018 - ieeexplore.ieee.org
The use of big data, artificial intelligence technology in software-defined network (SDN) and
network function virtualization (NFV) to achieve intelligent network traffic management and …
network function virtualization (NFV) to achieve intelligent network traffic management and …
A machine learning approach for traffic flow provisioning in software defined networks
With the recent surge of machine learning and artificial intelligence, many research groups
are applying these techniques to control, manage, and operate networks. Soft-ware Defined …
are applying these techniques to control, manage, and operate networks. Soft-ware Defined …
A survey of networking applications applying the software defined networking concept based on machine learning
The main task of future networks is to build, as much as possible, intelligent networking
architectures for intellectualization, activation, and customization. Software-defined …
architectures for intellectualization, activation, and customization. Software-defined …
[图书][B] Developing networks using artificial intelligence
With the software-defined networking (SDN), network function virtualization (NFV), and fifth-
generation wireless systems (5G) development, the global network is undergoing profound …
generation wireless systems (5G) development, the global network is undergoing profound …
Performance evaluation using RYU SDN controller in software-defined networking environment
S Bhardwaj, SN Panda - Wireless Personal Communications, 2022 - Springer
Software-defined networking (SDN) is a new approach that overcomes the obstacles which
are faced by conventional networking architecture. The core idea of SDN is to separate the …
are faced by conventional networking architecture. The core idea of SDN is to separate the …
Network traffic analysis in software-defined networking using ryu controller
S Bhardwaj, A Girdhar - Wireless Personal Communications, 2023 - Springer
Abstract Software-Defined Networking (SDN) has emerged as a promising paradigm to
enhance network control and management by decoupling the planes. With SDN, the …
enhance network control and management by decoupling the planes. With SDN, the …
Network traffic classification using machine learning for software defined networks
M Perera Jayasuriya Kuranage, K Piamrat… - Machine Learning for …, 2020 - Springer
The recent development in industry automation and connected devices made a huge
demand for network resources. Traditional networks are becoming less effective to handle …
demand for network resources. Traditional networks are becoming less effective to handle …
A survey of machine learning techniques applied to software defined networking (SDN): Research issues and challenges
In recent years, with the rapid development of current Internet and mobile communication
technologies, the infrastructure, devices and resources in networking systems are becoming …
technologies, the infrastructure, devices and resources in networking systems are becoming …
Traffic engineering in software-defined networking: Measurement and management
As the next generation network architecture, software-defined networking (SDN) has exciting
application prospects. Its core idea is to separate the forwarding layer and control layer of …
application prospects. Its core idea is to separate the forwarding layer and control layer of …