Abdallah Shami
Western University
H-index: 50
North America-Canada
Top articles of Abdallah Shami
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Zero-touch networks: Towards next-generation network automation | Computer Networks | Mirna El Rajab Li Yang Abdallah Shami | 2024/2/28 |
On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case | Fatemeh Dehrouyeh Li Yang Firouz Badrkhani Ajaei Abdallah Shami | 2024/4/25 | |
Thwarting Cybersecurity Attacks with Explainable Concept Drift | arXiv preprint arXiv:2403.13023 | Ibrahim Shaer Abdallah Shami | 2024/3/18 |
Enhancing Network Intrusion Detection: An AutoML Pipeline with Efficient Digital Twin Synchronization | Authorea Preprints | Mirna El Rajab Li Yang Abdallah Shami | 2024/1/8 |
Machine Learning for Pre/Post Flight UAV Rotor Defect Detection Using Vibration Analysis | arXiv preprint arXiv:2404.15880 | Alexandre Gemayel Dimitrios Michael Manias Abdallah Shami | 2024/4/24 |
Efficient Transformer-based Hyper-parameter Optimization for Resource-constrained IoT Environments | arXiv preprint arXiv:2403.12237 | Ibrahim Shaer Soodeh Nikan Abdallah Shami | 2024/3/18 |
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis | Li Yang Mirna El Rajab Abdallah Shami Sami Muhaidat | 2024/3/13 | |
Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration | arXiv preprint arXiv:2404.15869 | Dimitrios Michael Manias Ali Chouman Abdallah Shami | 2024/4/24 |
Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks | arXiv preprint arXiv:2403.02254 | Dimitrios Michael Manias Joe Naoum-Sawaya Abbas Javadtalab Abdallah Shami | 2024/3/4 |
On the Intersection of Signal Processing and Machine Learning: A Use Case-Driven Analysis Approach | arXiv preprint arXiv:2403.17181 | Sulaiman Aburakhia Abdallah Shami George K Karagiannidis | 2024/3/25 |
Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks | arXiv preprint arXiv:2403.02238 | Dimitrios Michael Manias Ali Chouman Abdallah Shami | 2024/3/4 |
A Modular, End-to-End Next-Generation Network Testbed: Towards a Fully Automated Network Management Platform | arXiv preprint arXiv:2403.15376 | Ali Chouman Dimitrios Michael Manias Abdallah Shami | 2024/3/22 |
Model drift in dynamic networks | IEEE Communications Magazine | Dimitrios Michael Manias Ali Chouman Abdallah Shami | 2023/6/26 |
Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks | arXiv preprint arXiv:2308.09376 | Abubakar S Ali Dimitrios Michael Manias Abdallah Shami Sami Muhaidat | 2023/8/18 |
Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks | Authorea Preprints | Li Yang Shimaa Naser Abdallah Shami Sami Muhaidat Lyndon Ong | 2023/10/31 |
Guest Editorial: Machine Learning-Enabled Zero Touch Networks | IEEE Communications Magazine | Abdallah Shami Lyndon Ong | 2023/2/16 |
The role of optical transport networks in 6G and beyond: A vision and call to action | Journal of Sensor and Actuator Networks | Dimitrios Michael Manias Abbas Javadtalab Joe Naoum-Sawaya Abdallah Shami | 2023/5/22 |
A Reliable AMF Scaling and Load Balancing Framework for 5G Core Networks | Ali Chouman Dimitrios Michael Manias Abdallah Shami | 2023/6/19 | |
Data-driven methods for the reduction of energy consumption in warehouses: Use-case driven analysis | Ibrahim Shaer Abdallah Shami | 2023/8/16 | |
Modular Simulation Environment Towards OTN AI-based Solutions | Sam Aleyadeh Abbas Javadtalab Abdallah Shami | 2023/10/24 |
Co-Authors
