Abdelkader Mekrache

According to our database, Abdelkader Mekrache authored at least 16 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

DMO-GPT: An Intent-Driven Framework for Distributed 6G Management and Orchestration.

Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis

IEEE Commun. Mag., January, 2026

Generative AI for Next-Generation Intent-Based Networking in 6G. (IA générative pour les réseaux à base d'intentions de prochaine génération dans les réseaux 6G).

Abdelkader Mekrache

PhD thesis, 2026

End-to-End AI Lifecycle Management for 6G: Bridging DataOps and MLOps.

Menuka Perera Jayasuriya Kuranage, Mazene Ameur, Abdelkader Mekrache, Adlen Ksentini

IEEE Netw. Lett., 2026

2025

5G INSTRUCT Forge: An Advanced Data Engineering Pipeline for Making LLMs Learn 5G.

Azzedine Idir Ait Said, Abdelkader Mekrache, Karim Boutiba, Kostas Ramantas, Adlen Ksentini, Moufida Rahmani

IEEE Trans. Cogn. Commun. Netw., April, 2025

On Combining XAI and LLMs for Trustworthy Zero-Touch Network and Service Management in 6G.

Abdelkader Mekrache, Mohamed Mekki, Adlen Ksentini, Bouziane Brik, Christos V. Verikoukis

IEEE Commun. Mag., April, 2025

6G-INTENSE: Intent-Driven Native Artificial Intelligence Architecture Supporting Network-Compute Abstraction and Sensing at the Deep Edge.

Akram Boutouchent, Abdelkader Mekrache, Adlen Ksentini, Gereziher Adhane, João Pedro Celestino da Fonseca, Joseph McNamara, Kostas Ramantas, Marco Palena, Marius Iordache, Renato Lo Cigno, Salwa Mostafa, Swastika Roy, Christos V. Verikoukis

IEEE Veh. Technol. Mag., March, 2025

Next-Generation 6G Network Management with OSS-GPT.

Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis

Proceedings of the ACM SIGCOMM 2025 Posters and Demos, 2025

OSS-GPT: An LLM-Powered Intent-Driven Operations Support System for 6G Networks.

Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis

Proceedings of the 11th IEEE International Conference on Network Softwarization, 2025

DRL-Enabled SLO-Aware Task Scheduling for Large Language Models in 6G Networks.

Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis

Proceedings of the IEEE International Conference on Communications, 2025

AIEuroLens: Explainable AI Framework for Drift Detection applied to 5G Time-Series Data.

Mohamed Readh Fentazi, Mehdi Hassani, Adlen Ksentini, Abdelkader Mekrache, Malika Bessedik

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Intent-Based Management of Next-Generation Networks: an LLM-Centric Approach.

Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis

IEEE Netw., September, 2024

Machine Learning in FCAPS: Toward Enhanced Beyond 5G Network Management.

Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis

IEEE Commun. Surv. Tutorials, 2024

LLM-enabled Intent-driven Service Configuration for Next Generation Networks.

Abdelkader Mekrache, Adlen Ksentini

Proceedings of the 10th IEEE International Conference on Network Softwarization, 2024

2023

Combining Network Data Analytics Function and Machine Learning for Abnormal Traffic Detection in Beyond 5G.

Abdelkader Mekrache, Karim Boutiba, Adlen Ksentini

Proceedings of the IEEE Global Communications Conference, 2023

2022

Deep reinforcement learning techniques for vehicular networks: Recent advances and future trends towards 6G.

Abdelkader Mekrache, Abbas Bradai, Emmanuel Moulay, Samir Dawaliby

Veh. Commun., 2022

Deep Reinforcement Learning based Resource Allocation in Dense Sliced LoRaWAN Networks.

Amine Tellache, Abdelkader Mekrache, Abbas Bradai, Ryma Boussaha, Yannis Pousset

Proceedings of the IEEE International Conference on Consumer Electronics, 2022