Abdelkader Mekrache

15 papers B 4C 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
DMO-GPT: An Intent-Driven Framework for Distributed 6G Management and Orchestration.
IEEE Commun. Mag.
Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis
2026 J jnl
End-to-End AI Lifecycle Management for 6G: Bridging DataOps and MLOps.
IEEE Netw. Lett.
Menuka Perera Jayasuriya Kuranage, Mazene Ameur, Abdelkader Mekrache, Adlen Ksentini
2025 J jnl
5G INSTRUCT Forge: An Advanced Data Engineering Pipeline for Making LLMs Learn 5G.
IEEE Trans. Cogn. Commun. Netw.
Azzedine Idir Ait Said, Abdelkader Mekrache, Karim Boutiba, Kostas Ramantas, Adlen Ksentini, Moufida Rahmani
2025 J jnl
6G-INTENSE: Intent-Driven Native Artificial Intelligence Architecture Supporting Network-Compute Abstraction and Sensing at the Deep Edge.
IEEE Veh. Technol. Mag.
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
2025 B conf
AIEuroLens: Explainable AI Framework for Drift Detection applied to 5G Time-Series Data.
GLOBECOM
Mohamed Readh Fentazi, Mehdi Hassani, Adlen Ksentini, Abdelkader Mekrache, Malika Bessedik
2025 — conf
DRL-Enabled SLO-Aware Task Scheduling for Large Language Models in 6G Networks.
ICC
Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis
2025 — conf
Next-Generation 6G Network Management with OSS-GPT.
SIGCOMM (Posters and Demos)
Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis
2025 B conf
OSS-GPT: An LLM-Powered Intent-Driven Operations Support System for 6G Networks.
NetSoft
Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis
2025 J jnl
On Combining XAI and LLMs for Trustworthy Zero-Touch Network and Service Management in 6G.
IEEE Commun. Mag.
Abdelkader Mekrache, Mohamed Mekki, Adlen Ksentini, Bouziane Brik, Christos V. Verikoukis
2024 J jnl
Intent-Based Management of Next-Generation Networks: an LLM-Centric Approach.
IEEE Netw.
Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis
2024 B conf
LLM-enabled Intent-driven Service Configuration for Next Generation Networks.
NetSoft
Abdelkader Mekrache, Adlen Ksentini
2024 J jnl
Machine Learning in FCAPS: Toward Enhanced Beyond 5G Network Management.
IEEE Commun. Surv. Tutorials
Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis
2023 B conf
Combining Network Data Analytics Function and Machine Learning for Abnormal Traffic Detection in Beyond 5G.
GLOBECOM
Abdelkader Mekrache, Karim Boutiba, Adlen Ksentini
2022 C conf
Deep Reinforcement Learning based Resource Allocation in Dense Sliced LoRaWAN Networks.
ICCE
Amine Tellache, Abdelkader Mekrache, Abbas Bradai, Ryma Boussaha, Yannis Pousset
2022 J jnl
Deep reinforcement learning techniques for vehicular networks: Recent advances and future trends towards 6G.
Veh. Commun.
Abdelkader Mekrache, Abbas Bradai, Emmanuel Moulay, Samir Dawaliby