Ali Chouman

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Fully Automated

Network Management

Drift Detection

Top Venues

IEEE Netw. Lett.

Publications

Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. DRCN (2024)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. CoRR (2024)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
A Modular, End-to-End Next-Generation Network Testbed: Towards a Fully Automated Network Management Platform. CoRR (2024)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration. CoRR (2024)
Dimitrios Michael Manias, Ali Chouman, Anwer Al-Dulaimi, Abdallah Shami
Slice-Level Performance Metric Forecasting in Intelligent Transportation Systems and the Internet of Vehicles. IEEE Internet Things Mag. 6 (3) (2023)
Dimitrios Michael Manias, Ali Chouman, Joe Naoum-Sawaya, Abdallah Shami
Resilient and Robust QoS-Preserving Post-Fault VNF Placement. IEEE Netw. Lett. 5 (4) (2023)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
A Reliable AMF Scaling and Load Balancing Framework for 5G Core Networks. IWCMC (2023)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Model Drift in Dynamic Networks. IEEE Commun. Mag. 61 (10) (2023)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. CoRR (2022)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. IWCMC (2022)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
A Model Drift Detection and Adaptation Framework for 5G Core Networks. MeditCom (2022)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. GLOBECOM (2022)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
A Model Drift Detection and Adaptation Framework for 5G Core Networks. CoRR (2022)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. CoRR (2022)