[HTML][HTML] Predicting attack pattern via machine learning by exploiting stateful firewall as virtual network function in an SDN network

S Prabakaran, R Ramar, I Hussain, BP Kavin… - Sensors, 2022 - mdpi.com
Decoupled data and control planes in Software Defined Networks (SDN) allow them to
handle an increasing number of threats by limiting harmful network links at the switching …

A survey on sdn controller evolution: A brief review

C Prabha, A Goel, J Singh - 2022 7th International Conference …, 2022 - ieeexplore.ieee.org
The evolution of SDN is concerned with upcoming trends related to the management and
monitoring of networks. SDN consists of many open-flow controllers which are utilized for …

A software defined network based fuzzy normalized neural adaptive multipath congestion control for the internet of things

F Naeem, G Srivastava, M Tariq - IEEE transactions on network …, 2020 - ieeexplore.ieee.org
Multipath Transmission Control Protocol (MPTCP) enables multi-homed devices to establish
multiple simultaneous routes for data transmission. Congestion Control (CC) is a …

ML-based pre-deployment SDN performance prediction with neural network boosting regression

W Jiang, H Han, M He, W Gu - Expert Systems with Applications, 2024 - Elsevier
Software defined networking (SDN) has been proposed as an effective approach to improve
network management efficiency and increase network intelligence in various networks …

A novel and highly efficient botnet detection algorithm based on network traffic analysis of smart systems

L Duan, J Zhou, Y Wu, W Xu - International Journal of …, 2022 - journals.sagepub.com
In smart systems, attackers can use botnets to launch different cyber attack activities against
the Internet of Things. The traditional methods of detecting botnets commonly used machine …

Evaluation of tcp and udp traffic over software-defined networking

MT Naing, TT Khaing, AH Maw - … International Conference on …, 2019 - ieeexplore.ieee.org
In Software-Defined Networking (SDN), the decoupling of control and data planes brings
advantages in terms of logically centralized control and application programming. This …

Modeling and optimization of the data plane in the SDN-based DCN by queuing theory

G Shen, Q Li, W Shi, Y Jiang, P Zhang, L Gu… - Journal of Network and …, 2022 - Elsevier
Complicated management tasks and various functions of traditional Data Center Network
(DCNs) motivate the research on Software-Defined Networking (SDN). However, the limited …

Unavailability-aware shared virtual backup allocation for middleboxes: A queueing approach

F He, E Oki - IEEE Transactions on Network and Service …, 2020 - ieeexplore.ieee.org
Network function virtualization provides an efficient and flexible way to implement network
functions deployed in middleboxes as software running on commodity servers. However, it …

[PDF][PDF] The impact of firewall on TCP and UDP throughput in an openflow software defined network

HH Khairi, SHS Ariffin, NMA Latiff, KM Yusof… - Indonesian Journal of …, 2020 - eprints.utm.my
Software Defined Networking (SDN) is an emerging networking paradigm that provides
more flexibility and adaptability in terms of network definition and control. However, SDN is a …

Improve MPTCP with SDN: From the perspective of resource pooling

Y Liu, X Qin, T Zhu, X Chen, G Wei - Journal of Network and Computer …, 2019 - Elsevier
Multipath TCP (MPTCP) is proposed by IETF to support concurrent multipath transmission
between multihomed hosts. Resource pooling principle, which treats network as a single …