1. MEKRACHE Abdelkader
  2. MEKRACHE Abdelkader
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MEKRACHE Abdelkader

Conference

Mekrache, Abdelkader; Ksentini, Adlen; Verikoukis, Christos

DRL-enabled SLO-aware task scheduling for large language models in 6G networks

ICC 2025, IEEE International Conference on Communications 2025, 8-12 June 2025, Montreal, Canada
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Journal

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

6G-INTENSE: Intent-driven native AI architecture supporting network-compute abstraction and sensing at the deep edge

IEEE Vehicular Technology Magazine, 2025
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Journal

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

5G INSTRUCT forge: A data engineering pipeline for making LLMs learn 5G

IEEE Transactions on Cognitive Communications and Networking, 11 December 2024
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Journal

Mekrache, Abdelkader; Mekki, Mohamed; Ksentini, Adlen; Brik, Bouziane; Verikoukis, Christos

On combining XAI and LLMs for trustworthy zero-touch network and service management in 6G

IEEE Communications Magazine, 4 November 2024
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Journal

Mekrache, Abdelkader; Ksentini, Adlen; Verikoukis, Christos

Intent-based management of next-generation networks: an LLM-centric approach

IEEE Network, 27 June 2024
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Conference

Mekrache, Abdelkader; Ksentini, Adlen

LLM-enabled intent-driven service configuration for next generation networks

NetSoft 2024, 10th IEEE International Conference on Network Softwarization, 24-28 June 2024, St. Louis, USA
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Poster / Demo

Mekrache, Abdelkader

Trustworthy 6G zero-touch network and service management with XAI and LLMs

EuCNC & 6G Summit 2024, European Conference on Networks and Communications (EuCNC) and the 6G Summit, 3-6 June 2024, Antwerp, Belgium
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Journal

Mekrache, Abdelkader; Ksentini, Adlen; Verikoukis, Christos

Machine reasoning in FCAPS: Towards enhanced beyond 5G network management

IEEE Communications Surveys & Tutorials, 30 April 2024
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Poster / Demo

Mekrache, Abdelkader; Ksentini, Adlen

NF MUST: End-to-end 5G multi-domain services management architecture

PEPR Future Networks, 20-22 March 2024, Grenoble, France
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Conference

Mekrache, Abdelkader; Boutiba, Karim; Ksentini, Adlen

Combining network data analytics function and machine learning for abnormal traffic detection in beyond 5G

GLOBECOM 2023, IEEE Global Communications Conference, 4-8 December 2023, Kuala Lumpur, Malaysia
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