Intelligent routing based on reinforcement learning for software-defined networking

DM Casas-Velasco, OMC Rendon… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Traditional routing protocols employ limited information to make routing decisions, which
can lead to a slow adaptation to traffic variability, as well as restricted support to the Quality …

A brief overview of software-defined networking

A Nunez, J Ayoka, MZ Islam, P Ruiz - arXiv preprint arXiv:2302.00165, 2023 - arxiv.org
The Internet is the driving force of the new digital world, which has created a revolution. With
the concept of the Internet of Things (IoT), almost everything is being connected to the …

5G and beyond: past, present and future of the mobile communications

CA Gutierrez, O Caicedo… - IEEE Latin America …, 2021 - ieeexplore.ieee.org
The fifth-generation (5G) of mobile communications networks is emerging as a revolutionary
technology that will accelerate the development of smart cities and the realization of the …

IPro: An approach for intelligent SDN monitoring

EF Castillo, OMC Rendon, A Ordonez, LZ Granville - Computer Networks, 2020 - Elsevier
Traffic Monitoring assists in achieving network stability by observing and quantifying its
behavior. A proper traffic monitoring solution requires the accurate and timely collection of …

Nelly: Flow detection using incremental learning at the server side of sdn-based data centers

F Estrada-Solano, OM Caicedo… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The processing of big data generated by the Industrial Internet of Things (IIoT) calls for the
support of processing at the edge of the network, as well as at the cloud data centers. The …

An approach based on knowledge-defined networking for identifying heavy-hitter flows in data center networks

A Duque-Torres, F Amezquita-Suárez… - Applied Sciences, 2019 - mdpi.com
Heavy-Hitters (HHs) are large-volume flows that consume considerably more network
resources than other flows combined. In SDN-based DCNs (SDDCNs), HHs cause non …

An approach based on knowledge-defined networking for identifying video streaming flows in 5G networks

LMC Herrera, AD Torres… - IEEE Latin America …, 2021 - ieeexplore.ieee.org
5G aims to provide a complete wireless communication system with various applications,
network services and technologies. In terms of 5G network management, Software-Defined …

[HTML][HTML] Modelo para la gestión de infraestructuras de tecnologías de la información

MP Casanova, CA Calderón - TecnoLógicas, 2020 - scielo.org.co
Entre los problemas actuales para la introducción de las tecnologías de la información en
las organizaciones, se encuentran el desalineamiento y la complejidad existente entre las …

A semantic and knowledge-based approach for handover management

FY Vivas, OM Caicedo, JC Nieves - Sensors, 2021 - mdpi.com
Handover Management (HM) is pivotal for providing service continuity, enormous reliability
and extreme-low latency, and meeting sky-high data rates, in wireless communications …

Quantum key distribution: an optimization approach for the management plane

G Savva, K Manousakis, M Gunkel… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
As the number of attacks increases in optical networks, security at the management layer
(ML) of these networks is of paramount importance to ensure that critical network …