3 papers
cs.NI2024
On the impact of VR/AR applications on optical transport networks: First experiments with Meta Quest 3 gaming and conferencing application
C. de Quinto, A. Navarro, G. Otero +10
With the advent of next-generation AR/VR headsets, many of them with affordable prices, telecom operators have forecasted an explosive growth of traffic in their networks. Penetrat…
cs.LG2024
A Comprehensive Guide to Combining R and Python code for Data Science, Machine Learning and Reinforcement Learning
Alejandro L. GarcÃa Navarro, Nataliia Koneva, Alfonso Sánchez-Macián +1
Python has gained widespread popularity in the fields of machine learning, artificial intelligence, and data engineering due to its effectiveness and extensive libraries. R, on its…
cs.NI2024
Reinforcement-Learning based routing for packet-optical networks with hybrid telemetry
A. L. GarcÃa Navarro, Nataliia Koneva, Alfonso Sánchez-Macián +3
This article provides a methodology and open-source implementation of Reinforcement Learning algorithms for finding optimal routes in a packet-optical network scenario. The algorit…