A comprehensive survey on knowledge-defined networking

PADSN Wijesekara, S Gunawardena - Telecom, 2023 - mdpi.com
Traditional networking is hardware-based, having the control plane coupled with the data
plane. Software-Defined Networking (SDN), which has a logically centralized control plane …

Intelligent traffic management in next-generation networks

O Aouedi, K Piamrat, B Parrein - Future internet, 2022 - mdpi.com
The recent development of smart devices has lead to an explosion in data generation and
heterogeneity. Hence, current networks should evolve to become more intelligent, efficient …

Pvpbc: Privacy and verifiability preserving e-voting based on permissioned blockchain

M Sallal, R de Fréin, A Malik - Future Internet, 2023 - mdpi.com
Privacy and verifiability are crucial security requirements in e-voting systems and combining
them is considered to be a challenge given that they seem to be contradictory. On one hand …

A survey of machine learning techniques for video quality prediction from quality of delivery metrics

O Izima, R de Fréin, A Malik - Electronics, 2021 - mdpi.com
A growing number of video streaming networks are incorporating machine learning (ML)
applications. The growth of video streaming services places enormous pressure on network …

[PDF][PDF] Machine Learning-Based Traffic Classification in Software-Defined Networking: A Systematic Literature Review, Challenges, and Future Research Directions.

D Nunez-Agurto, W Fuertes, L Marrone… - … International Journal of …, 2022 - iaeng.org
The growing diversification of Internet applications and the continuous evolution of network
infrastructure with emerging technologies have complicated network management. Network …

Deep Neural Decision Forest (DNDF): A Novel Approach for Enhancing Intrusion Detection Systems in Network Traffic Analysis

FS Alrayes, M Zakariah, M Driss, W Boulila - Sensors, 2023 - mdpi.com
Intrusion detection systems, also known as IDSs, are widely regarded as one of the most
essential components of an organization's network security. This is because IDSs serve as …

Traffic prediction in SDN for explainable QoS using deep learning approach

G Wassie, J Ding, Y Wondie - Scientific Reports, 2023 - nature.com
The radical increase of multimedia applications such as voice over Internet protocol (VOIP),
image processing, and video-based applications require better quality of service (QoS) …

[HTML][HTML] Traffic classification using distributions of latent space in software-defined networks: An experimental evaluation

Y Jang, N Kim, BD Lee - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
With the emergence of new Internet services and the drastic increase in Internet traffic, traffic
classification has become increasingly important to effectively satisfy the quality of service to …

KeyClass: efficient keyword matching for network traffic classification

N Hubballi, P Khandait - Computer Communications, 2022 - Elsevier
Network traffic classification is required for a range of network management activities like
meeting the Quality of Service demands of applications and security monitoring. Deep …

Elephant Flows Detection Using Deep Neural Network, Convolutional Neural Network, Long Short‐Term Memory, and Autoencoder

G Wassie Geremew, J Ding - Journal of Computer Networks …, 2023 - Wiley Online Library
Currently, the widespread of real‐time applications such as VoIP and videos‐based
applications require more data rates and reduced latency to ensure better quality of service …