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 …

[HTML][HTML] Knowledge-defined networking: Applications, challenges and future work

S Ashtari, I Zhou, M Abolhasan, N Shariati, J Lipman… - Array, 2022 - Elsevier
Future 6G wireless communication systems are expected to feature intelligence and
automation. Knowledge-defined networking (KDN) is an evolutionary step toward …

Knowledge-defined networking

A Mestres, A Rodriguez-Natal, J Carner… - ACM SIGCOMM …, 2017 - dl.acm.org
The research community has considered in the past the application of Artificial Intelligence
(AI) techniques to control and operate networks. A notable example is the Knowledge Plane …

Knowledge defined networks on the edge for service function chaining and reactive traffic steering

A Rafiq, S Rehman, R Young, WC Song, MA Khan… - Cluster …, 2023 - Springer
Emerging technologies such as network function virtualization and software-defined
networking (SDN) have made a phenomenal breakthrough in network management by …

Routing optimization with deep reinforcement learning in knowledge defined networking

Q He, Y Wang, X Wang, W Xu, F Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Traditional routing algorithms cannot dynamically change network environments due to the
limited information for routing decisions. Meanwhile, they are prone to performance …

Knowledge-defined networking using in-band network telemetry

J Hyun, JWK Hong - … 19th Asia-Pacific Network Operations and …, 2017 - ieeexplore.ieee.org
Today's network is rapidly growing in terms of the number of connected devices and
becomes more complex, making the complexity of network management increasing. Self …

Vision and challenges for knowledge centric networking

D Wu, Z Li, J Wang, Y Zheng, M Li… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
In the creation of a smart future information society, IoT and CCN break two key barriers for
both front-end sensing and back-end networking. However, we still observe the missing …

Towards knowledge-defined networking using in-band network telemetry

J Hyun, N Van Tu, JWK Hong - NOMS 2018-2018 IEEE/IFIP …, 2018 - ieeexplore.ieee.org
As the number of connected devices in the network is growing rapidly, network management
is becoming more complex. Closed-loop network management can be a solution to address …

Enhancing the internet of things with knowledge-driven software-defined networking technology: Future perspectives

Y Li, X Su, AY Ding, A Lindgren, X Liu, C Prehofer… - Sensors, 2020 - mdpi.com
The Internet of Things (IoT) connects smart devices to enable various intelligent services.
The deployment of IoT encounters several challenges, such as difficulties in controlling and …

A survey and a layered taxonomy of software-defined networking

Y Jarraya, T Madi, M Debbabi - IEEE communications surveys & …, 2014 - ieeexplore.ieee.org
Software-defined networking (SDN) has recently gained unprecedented attention from
industry and research communities, and it seems unlikely that this will be attenuated in the …