Elephant flow detection intelligence for software-defined networks: a survey on current techniques and future direction

M Hamdan, H Elshafie, S Salih, S Abdelsalam… - Evolutionary …, 2024 - Springer
Software-defined networking (SDN) is characterized by the separation of the packet
forwarding plane from the network control plane. This separation offers an extensive view of …

Dynamic telemetry and deep neural networks for anomaly detection in 6G software-defined networks

G Rzym, A Masny, P Chołda - Electronics, 2024 - mdpi.com
With the increasing availability of computational power, contemporary machine learning has
undergone a paradigm shift, placing a heightened emphasis on deep learning …

An Intelligent Routing Approach for SDN Based on Improved DuelingDQN Algorithm

J Wang, T Zhou, Z Liu, J Zhu - 2023 9th International …, 2023 - ieeexplore.ieee.org
Existing intelligent routing methods make routing decisions based on limited link information
in data center networks with surging traffic, making it difficult to adapt to complex network …

The Comparison of Routing Algorithm for SDN Network using AI for Future Network

A Ahmed, FA Siddiqui, HH Rizvi, JA Rizvi… - … on Computer Sciences, 2024 - vfast.org
After the invention of new IoT devices the new connection has been added in the network
and bulk of data flow in the system. AI is very famous algorithum and software-defined …

The Analysis the Performance of SDN Controller and AI System for Future Network

A Ahmed, M Ahmed, JA Arshad - VAWKUM Transactions on Computer …, 2024 - vfast.org
Abstract the SDN is new network controller concept and it provide faster packet data
receiving and dynamic path in large network. It can work with old systems via creating new …