An application awareness framework based on SDN and machine learning: Defining the roadmap and challenges
HZ Jahromi, DT Delaney - 2018 10th international conference …, 2018 - ieeexplore.ieee.org
Software Defined Networking (SDN) has presented a unique networking paradigm to
develop network innovations and address the issues discovered by distributed network …
develop network innovations and address the issues discovered by distributed network …
Towards application-aware networking: ML-based end-to-end application KPI/QoE metrics characterization in SDN
HZ Jahromi, A Hines… - 2018 Tenth International …, 2018 - ieeexplore.ieee.org
Software Defined Networking (SDN) presents a unique networking paradigm that facilitates
the development of network innovations. This paper aims to improve application awareness …
the development of network innovations. This paper aims to improve application awareness …
ML-based performance prediction of SDN using simulated data from real and synthetic networks
With increasing digitization and the emergence of the Internet of Things, more and more
devices communicate with each other, resulting in a drastic growth of communication …
devices communicate with each other, resulting in a drastic growth of communication …
Osdf: An intent-based software defined network programming framework
D Comer, A Rastegatnia - 2018 IEEE 43rd Conference on …, 2018 - ieeexplore.ieee.org
Software Defined Networking (SDN) offers flexibility to program a network based on a set of
network requirements. Programming the networks using SDN is not completely straight …
network requirements. Programming the networks using SDN is not completely straight …
QoE oriented cognitive network based on machine learning and SDN
L Wang, DT Delaney - 2019 IEEE 11th International …, 2019 - ieeexplore.ieee.org
With the aim of improving application Quality of Experience (QoE), this paper presents a
framework for a QoE oriented cognitive network that enables the implementation of a …
framework for a QoE oriented cognitive network that enables the implementation of a …
Network Traffic Classification using Machine Learning for Software Defined Networks
M Perera, K Piamrat, S Hamma - Journées non thématiques GDR-RSD …, 2020 - hal.science
The recent development in industry automation and connected devices made a huge
demand for network resources. Traditional Networks are becoming less effective to handle …
demand for network resources. Traditional Networks are becoming less effective to handle …
SPIRIT: A framework for profiling SDN
Software-Defined Networking (SDN), which separates the control and data plane of network,
is strongly considered as a promising future networking architecture. Compared with legacy …
is strongly considered as a promising future networking architecture. Compared with legacy …
Ml-based application performance modelling over a sdn network using end-to-end and link metrics
L Wang, DT Delaney - European Wireless 2021; 26th …, 2021 - ieeexplore.ieee.org
As higher volumes of new applications are dependant on the network for operational
performance, network orchestration must manage each traffic type to maximise application …
performance, network orchestration must manage each traffic type to maximise application …
Latency measurement in an SDN network using a POX controller
V Jara, Y Shayan - … IEEE Canadian Conference on Electrical & …, 2018 - ieeexplore.ieee.org
The use of Software-Defined Networking (SDN) offers several advantages, including
flexibility, and a dynamic way of programming functionality in a network. The design and …
flexibility, and a dynamic way of programming functionality in a network. The design and …
A deep learning framework to enhance software defined networks security
A Dawoud, S Shahristani… - 2018 32nd International …, 2018 - ieeexplore.ieee.org
Software-Defined Networks (SDN) initiates a novel networking model. SDN proposes the
separation of forward and control planes by introducing a new independent plane called …
separation of forward and control planes by introducing a new independent plane called …