Search Results for author: Sam Aleyadeh

Found 2 papers, 0 papers with code

Modular Simulation Environment Towards OTN AI-based Solutions

no code implementations19 Jun 2023 Sam Aleyadeh, Abbas Javadtalab, Abdallah Shami

The current trend for highly dynamic and virtualized networking infrastructure made automated networking a critical requirement.

Intelligent O-RAN Traffic Steering for URLLC Through Deep Reinforcement Learning

no code implementations3 Mar 2023 Ibrahim Tamim, Sam Aleyadeh, Abdallah Shami

The goal of Next-Generation Networks is to improve upon the current networking paradigm, especially in providing higher data rates, near-real-time latencies, and near-perfect quality of service.

Q-Learning reinforcement-learning +1

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