Search Results for author: Arian Ahmadi

Found 3 papers, 0 papers with code

Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks

no code implementations25 Jan 2022 Arian Ahmadi, Omid Semiari, Mehdi Bennis, Merouane Debbah

In this paper, a novel framework is proposed to optimize the reliability of MEC networks by considering the distribution of E2E service delay, encompassing over-the-air transmission and edge computing latency.

Edge-computing

On Energy Optimal Speed Trajectories: The Impact of Electric Powertrain Efficiency Characteristics

no code implementations11 Feb 2021 Arian Ahmadi, Peter H. Bauer

This paper also presents the impact of transient penalty on the shape of the energy optimal trajectories and associated savings.

Reinforcement Learning for Optimized Beam Training in Multi-Hop Terahertz Communications

no code implementations10 Feb 2021 Arian Ahmadi, Omid Semiari

The results also show that the proposed scheme can yield up to 75% performance gain, in terms of spectral efficiency, compared to the conventional hierarchical beam training with a fixed number of training levels.

reinforcement-learning Reinforcement Learning (RL)

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