An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. - Dimitrios Michael Manias; Ali Chouman; Abdallah Shami (GLOBECOM, 2022)

Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. - Ali Chouman; Dimitrios Michael Manias; Abdallah Shami (IWCMC, 2022)

A Model Drift Detection and Adaptation Framework for 5G Core Networks. - Dimitrios Michael Manias; Ali Chouman; Abdallah Shami (MeditCom, 2022)

A Reliable AMF Scaling and Load Balancing Framework for 5G Core Networks. - Ali Chouman; Dimitrios Michael Manias; Abdallah Shami (IWCMC, 2023)

Slice-Level Performance Metric Forecasting in Intelligent Transportation Systems and the Internet of Vehicles. - Dimitrios Michael Manias; Ali Chouman; Anwer Al-Dulaimi; Abdallah Shami (IEEE Internet Things Mag., 2023)

Model Drift in Dynamic Networks. - Dimitrios Michael Manias; Ali Chouman; Abdallah Shami (IEEE Commun. Mag., 2023)

Resilient and Robust QoS-Preserving Post-Fault VNF Placement. - Dimitrios Michael Manias; Ali Chouman; Joe Naoum-Sawaya; Abdallah Shami (IEEE Netw. Lett., 2023)

Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. - Dimitrios Michael Manias; Ali Chouman; Abdallah Shami (DRCN, 2024)

Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration. - Dimitrios Michael Manias; Ali Chouman; Abdallah Shami (GLOBECOM, 2024)

A Modular, End-to-End Next-Generation Network Testbed: Towards a Fully Automated Network Management Platform. - Ali Chouman; Dimitrios Michael Manias; Abdallah Shami (CoRR, 2024)

A Modular, End-to-End Next-Generation Network Testbed: Toward a Fully Automated Network Management Platform. - Ali Chouman; Dimitrios Michael Manias; Abdallah Shami (IEEE Trans. Netw. Serv. Manag., 2024)

Evaluation methodology of Model Predictive Controllers for building's energy systems. - Ali Chouman; Peter Riederer; Frédéric Wurtz (CoRR, 2025)