no code implementations • 25 Aug 2023 • Farhad Arpanaei, Mahdi Ranjbar Zefreh, José Alberto Hernández, Behnam Shariati, Johannes Fischer, José Manuel Rivas-Moscoso, Filipe Jiménez, Juan Pedro Fernández-Palacios, David Larrabeiti
We propose an algorithm for calculating the optimum launch power over the entire C+L bands by maximizing the cumulative link GSNR of a channel plan built upon multiple modulation formats, with application to dynamic EONs.
no code implementations • 17 Aug 2020 • Pooyan Safari, Behnam Shariati, Johannes Karl Fischer
We present a privacy-preserving distributed learning framework for telecom ecosystems in the 6G-era that enables the vision of shared ownership and governance of ML models, while protecting the privacy of the data owners.
no code implementations • 8 Jun 2020 • Annika Dochhan, Johannes K. Fischer, Bodo Lent, Achim Autenrieth, Behnam Shariati, Pablo Wilke Berenguer, Jörg-Peter Elbers
We report on the EU H2020 project METRO-HAUL use-case demonstration, including flexible allocation of storage and computing resources in different network locations and deployment of a network slice instance through a programmable multi-layer optical network.