no code implementations • 2 Jun 2021 • Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
Split-learning (SL) has recently gained popularity due to its inherent privacy-preserving capabilities and ability to enable collaborative inference for devices with limited computational power.
no code implementations • 2 Jun 2021 • Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
In this paper, we propose a technique to reduce the total energy bill at the edge device by utilizing model compression and time-varying model split between the edge and remote nodes.
no code implementations • 12 Nov 2020 • Mounssif Krouka, Anis Elgabli, Mohammed S. Elbamby, Cristina Perfecto, Mehdi Bennis, Vaneet Aggarwal
Wirelessly streaming high quality 360 degree videos is still a challenging problem.