[HTML][HTML] Smart traffic shaping based on distributed reinforcement learning for multimedia streaming over 5G-VANET communication technology

AA Ahmed, SJ Malebary, W Ali, OM Barukab - Mathematics, 2023 - mdpi.com
Vehicles serve as mobile nodes in a high-mobility MANET technique known as the vehicular
ad hoc network (VANET), which is used in urban and rural areas as well as on highways …

[HTML][HTML] DRL-based routing algorithm with guaranteed loss, latency and bandwidth in SDN networks: Application of online video conferencing

J Zhang, RO Yahya - Journal of King Saud University-Computer and …, 2023 - Elsevier
Technology development in traffic engineering has led to the re-architecting of Online Video
Conferencing Services (OVCS) through Software-Defined Networking (SDN) to provide …

A Deep Reinforcement Learning-based Optimal Transmission Control Method For Streaming Videos

Y Yang, Y Xiao - IEEE Access, 2024 - ieeexplore.ieee.org
Time delay and image quality degradation are main challenges faced by streaming video
transmission. How to make adaptive planning for transmission schemes according to …

ε-QLMR: ε-greedy based Q-Learning algorithm for Multipath Routing in SDN networks

H Hassen, S Meherzi, ZB Jemaa - 2023 International Wireless …, 2023 - ieeexplore.ieee.org
Software Defined Networking (SDN) has leveraged the recent advances in Artificial
Intelligence (AI) techniques to meet the main challenges related to network management …

[PDF][PDF] Review of AI/ML in Software Defined Network from Past to Present

R Kulkarni - AITC-2023 and CSSP-2023, 2023 - researchgate.net
Software-Defined Networks (SDN) technology disrupts the traditional network architecture's
tight link between the data plane and the control plane, enabling network resource …

An intelligent routing approach for multimedia traffic transmission over SDN

M Al Jameel, T Kanakis, S Turner… - … on Developments in …, 2023 - ieeexplore.ieee.org
Multimedia applications such as video streaming services have become popular, especially
with the rapid growth of users, devices, increased availability and diversity of these services …

QSroute: A QoS Aware Routing Scheme for Software Defined Networking

IE Kamarudin, MA Ameedeen… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
The increasing demand for bandwidth-intensive network applications, such as video
streaming, multimedia, and Internet of Things (IoT) applications, necessitates improved …

A Comprehensive Research on Deep Learning Based Routing Optimization Algorithms in Software Defined Networks

G Kumar, N Shamanth - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Discovering an optimal routing in Software Defined Networks (SDNs) is challenging due to
several factors like scalability issues, interoperability, reliability, poor configuration of …

Метод безпечної маршрутизації мережевого трафіку в залежності від заданих критеріїв

V Nazarevych, A Mykytiuk, O Shevchuk… - … Technology and Security …, 2023 - its.iszzi.kpi.ua
У зв'язку із впровадженням нових мережевих сервісів, зростанням обсягів даних, які
необхідно передати, застосуванням мереж у різних сферах, які мають певні вимоги до …

Метод безпечної маршрутизації мережевого трафіку в Залежності від заданих критеріїв

В Назаревич, А Микитюк, О Шевчук, І Кулик - 2023 - ela.kpi.ua
Анотація У зв'язку із впровадженням нових мережевих сервісів, зростанням обсягів
даних, які необхідно передати, застосуванням мереж у різних сферах, які мають певні …