E Wong, S Mondal, L Ruan - Journal of Optical Communications and …, 2023 - opg.optica.org
Optical access networks are envisioned to become increasingly complex as they support more and more diverse and immersive services, each with a different capacity, latency, and …
Optimization of end-to-end service provisioning across multi-domain EONs is critically important due to the restricted intra-domain visibility and the agile spectrum allocation …
D Rafique, L Velasco - Journal of Optical Communications and …, 2018 - ieeexplore.ieee.org
Networks are complex interacting systems involving cloud operations, core and metro transport, and mobile connectivity all the way to video streaming and similar user …
G Choudhury, D Lynch, G Thakur… - Journal of Optical …, 2018 - opg.optica.org
We describe two applications of machine learning in the context of internet protocol (IP)/Optical networks. The first one allows agile management of resources in a core …
M Aibin - Optical Switching and Networking, 2018 - Elsevier
The increased data transfers and rapidly evolving cloud services lead to the inevitable need for the new techniques applied to communication networks, such as AI, machine learning …
E Wong, L Ruan - Journal of Optical Communications and …, 2023 - opg.optica.org
6G networks will deliver dynamic and immersive applications that bridge the real and digital worlds. The next-generation passive optical access network is a potential optical transport …
Conventional schemes for service provisioning in next-generation elastic optical networks (EONs) rely on rule-based policies that suffer from scalability issues and can lead to poor …
Recently, machine learning (ML) has attracted the attention of both researchers and practitioners to address several issues in the optical networking field. This trend has been …
L Ruan, MPI Dias, E Wong - Journal of Optical Communications and …, 2020 - opg.optica.org
Converged access networks consolidating 5G and beyond and fixed optical fiber access are expected to support future latency-sensitive human-to-machine applications over the Tactile …