[HTML][HTML] Optimization algorithms in SDN: Routing, load balancing, and delay optimization
MD Tache, O Păscuțoiu, E Borcoci - Applied Sciences, 2024 - mdpi.com
Software-Defined Networking is today a mature technology, which is developed in many
networks and also embedded in novel architectures like 5G and 6G. The SDN control …
networks and also embedded in novel architectures like 5G and 6G. The SDN control …
Intelligent routing based on reinforcement learning for software-defined networking
DM Casas-Velasco, OMC Rendon… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Traditional routing protocols employ limited information to make routing decisions, which
can lead to a slow adaptation to traffic variability, as well as restricted support to the Quality …
can lead to a slow adaptation to traffic variability, as well as restricted support to the Quality …
DRSIR: A deep reinforcement learning approach for routing in software-defined networking
DM Casas-Velasco, OMC Rendon… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Traditional routing protocols employ limited information to make routing decisions, which
leads to slow adaptation to traffic variability and restricted support to the quality of service …
leads to slow adaptation to traffic variability and restricted support to the quality of service …
An intelligent resource management method in SDN based fog computing using reinforcement learning
Nowadays, cloud computing faces growing challenges, furthermore, responding to time-
sensitive requests in the traditional cloud computing model is one of the major challenges …
sensitive requests in the traditional cloud computing model is one of the major challenges …
A QoS-Based routing algorithm over software defined networks
MO Elbasheer, A Aldegheishem, J Lloret… - Journal of Network and …, 2021 - Elsevier
Video streaming requires reliable transmission and a steady network to satisfy the video
users and applications QoS needs. The network service must provide and meet a certain …
users and applications QoS needs. The network service must provide and meet a certain …
[HTML][HTML] Software-defined network-based proactive routing strategy in smart power grids using graph neural network and reinforcement learning
Smart power grid relies on sensors and actuators to provide continuous monitoring and
precise control functions. Two types of data and command packets are associated with such …
precise control functions. Two types of data and command packets are associated with such …
[HTML][HTML] A reinforcement learning-based routing for real-time multimedia traffic transmission over software-defined networking
Recently, video streaming services consumption has grown massively and is foreseen to
increase even more in the future. The tremendous traffic usage has negatively impacted the …
increase even more in the future. The tremendous traffic usage has negatively impacted the …
Traffic engineering and QoS/QoE supporting techniques for emerging service-oriented software-defined network
M Beshley, N Kryvinska, H Beshley… - Journal of …, 2024 - ieeexplore.ieee.org
The future integration of software-defined network (SDN) with the service-oriented
architecture (SOA) paradigm requires new solutions to ensure the quality of service (QoS) …
architecture (SOA) paradigm requires new solutions to ensure the quality of service (QoS) …
Ant colony Optimization-based dynamic routing in Software defined networks
Traditional networks are unable to serve the purpose of service providers because of the
tight coupling of control and data plane. Software-Defined Network (SDN) is a new and …
tight coupling of control and data plane. Software-Defined Network (SDN) is a new and …
Dynamic adaptation of software-defined networks for IoT systems: A search-based approach
The concept of Internet of Things (IoT) has led to the development of many complex and
critical systems such as smart emergency management systems. IoT-enabled applications …
critical systems such as smart emergency management systems. IoT-enabled applications …