no code implementations • 31 Aug 2023 • Nariman Torkzaban, Anousheh Gholami, John S. Baras, Bruce Golden
While the proposed a priori splitting rule in Chen et al. (2017) is fixed for all customers regardless of their demand and location, we suggest an adaptive splitting rule that takes into account the distance of the customers to the depot and their demand values.
no code implementations • 27 Apr 2023 • Anousheh Gholami, Nariman Torkzaban, John S. Baras
At each microscale instance, utilizing the exact slice demand profiles, a linear program is solved to jointly minimize the unsupported traffic and the resource cost at the RAN.
no code implementations • 18 Jan 2023 • Nariman Torkzaban, Asim Zoulkarni, Anousheh Gholami, John S. Baras
Non-geostationary (NGSO) satellite communications systems have attracted a lot of attention both from industry and academia, over the past several years.
no code implementations • 16 Apr 2021 • Anousheh Gholami, Nariman Torkzaban, John S. Baras
In the first example, we show how utilizing the trust evidence can improve the performance and the security of Federated Learning.
no code implementations • 15 Mar 2021 • Nariman Torkzaban, John S. Baras
Several challenging optimization problems arise while considering the deployment of the space-air-ground integrated networks (SAGINs), among which the optimal satellite gateway deployment problem is of significant importance.