Efficiency and fairness improvement for elastic optical networks using reinforcement learning-based traffic prediction

A Valkanis, G Papadimitriou, G Beletsioti… - Journal of Optical …, 2021 - opg.optica.org
The characteristics of traffic in core networks have changed in recent years, with the data
flows among network nodes now showing large volumes but also large fluctuations during …

Hop distance–based bandwidth allocation technique for elastic optical networks

SB Mavridopoulos, G Beletsioti… - International Journal …, 2020 - Wiley Online Library
Elastic optical networks (EON) have emerged as a solution to the growing needs of the
future internet, by allowing for greater flexibility, spectrum efficiency, and scalability, when …

[PDF][PDF] INTELLIGENTRESOURCE ALLOCATION IN COMMUNICATION NETWORK

AE Valkanis - 2022 - ikee.lib.auth.gr
The use of information derived through networking plays a transformative role in many areas
of human activity, including work, education, entertainment, and environmental monitoring …