416 citations · 1.3k across the 44 of their papers we have counts for
6 papers · 1 filter
Zero-Touch Networks: Towards Next-Generation Network Automation
Mirna El Rajab, Li Yang, Abdallah Shami
The Zero-touch network and Service Management (ZSM) framework represents an emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) networks, offering aut…
On the Peak-to-Average Power Ratio of Vibration Signals: Analysis and Signal Companding for an Efficient Remote Vibration-Based Condition Monitoring
Sulaiman Aburakhia, Abdallah Shami
Vibration-based condition monitoring (VBCM) is widely utilized in various applications due to its non-destructive nature. Recent advancements in sensor technology, the Internet of…
Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks
Abubakar S. Ali, Dimitrios Michael Manias, Abdallah Shami +1
As the dawn of sixth-generation (6G) networking approaches, it promises unprecedented advancements in communication and automation. Among the leading innovations of 6G is the conce…
Forensic Data Analytics for Anomaly Detection in Evolving Networks
Li Yang, Abdallah Moubayed, Abdallah Shami +6
In the prevailing convergence of traditional infrastructure-based deployment (i.e., Telco and industry operational networks) towards evolving deployments enabled by 5G and virtuali…
Modular Simulation Environment Towards OTN AI-based Solutions
Sam Aleyadeh, Abbas Javadtalab, Abdallah Shami
The current trend for highly dynamic and virtualized networking infrastructure made automated networking a critical requirement. Multiple solutions have been proposed to address th…
Intelligent O-RAN Traffic Steering for URLLC Through Deep Reinforcement Learning
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 quali…