Maxime Elkael

Institution:

■ Institut Mines-Telecom

Office:

4A417

Groups:

Former PhD student

Books And Theses

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Reinforcement learning and optimization for energy efficient 5G slicing with Quality of Service guarantees Apprentissage par renforcement et optimisation pour un slicing 5G économe en énergie et garantissant la qualité de service,
Maxime Elkael ■,
2023

Articles

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TENORAN: Automating Fine-grained Energy Efficiency Profiling in Open RAN Systems,
Ravis Shirkhani, Stefano Maxenti, Leonardo Bonati, Niloofar Mohamadi, Maxime Elkael, Umair Sajid Hashmi, Jeebak Mitra, Michele Polese, Tommaso Melodia, Salvatore Doro,
CoRR 2026

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Bridging Simulation and Real-World for Autonomous UAVs in 5G RAN,
Riccardo Gobbato, Andrea Lacava, Salvatore Doro, Maxime Elkael, Prasanna Raut, Jennifer Simonjan, Evgenii Vinogradov, Francesca Cuomo, Tommaso Melodia,
WCNC 2025

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Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences,
Adnan Shahid, Adrian Kliks, Ahmed Al Tahmeesschi, Ahmed Elbakary, Alexandros Nikou, Ali Maatouk, Ali Mokh, Amirreza Kazemi, Antonio De Domenico, Athanasios Karapantelakis, Bo Cheng, Bo Yang, Bohao Wang, Carlo Fischione, Chao Zhang, Chaouki Ben Issaid, Chau Yuen, Chenghui Peng, Chongwen Huang, Christina Chaccour, Christo Kurisummoottil Thomas, Dheeraj Sharma, Dimitris Kalogiros, Dusit Niyato, Eli De Poorter, Elissa Mhanna, Emilio Calvanese Strinati, Faouzi Bader, Fathi Abdeldayem, Fei Wang, Fenghao Zhu, Gianluca Fontanesi, Giovanni Geraci, Haibo Zhou, Hakimeh Purmehdi, Hamed Ahmadi, Hang Zou, Hongyang Du, Hoon Lee, Howard Yang, Iacopo Poli, Igor Carron, Ilias Chatzistefanidis, Inkyu Lee, Ioannis Pitsiorlas, Jaron Fontaine, Jiajun Wu, Jie Zeng, Jinan Li, Jinane Karam, Johny Gemayel, Juan Deng, Julien Frison, Kaibin Huang, Kehai Qiu, Keith Ball, Kezhi Wang, Kun Guo, Leandros Tassiulas, Lecorve Gwenole, Liexiang Yue, Lina Bariah, Louis Powell, Marcin Dryjanski, Maria Amparo Canaveras Galdon, Marios Kountouris, Maryam Hafeez, Maxime Elkael, Mehdi Bennis, Mehdi Boudjelli, Meiling Dai, Merouane Debbah, Michele Polese, Mohamad Assaad, Mohamed Benzaghta, Mohammad Al Refai, Moussab Djerrab, Mubeen Syed, Muhammad Amir, Na Yan, Najla Alkaabi, Nan Li, Nassim Sehad, Navid Nikaein, Omar Hashash, Pawel Sroka, Qianqian Yang, Qiyang Zhao, Rasoul Nikbakht Silab, Rex Ying, Roberto Morabito, Rongpeng Li, Ryad Madi, Salah Eddine El Ayoubi, Salvatore Doro, Samson Lasaulce, Serveh Shalmashi, Sige Liu, Sihem Cherrared, Swarna Bindu Chetty, Swastika Dutta, Syed Zaidi, Tianjiao Chen, Timothy Murphy, Tommaso Melodia, Tony Quek, Vishnu Ram, Walid Saad, Wassim Hamidouche, Weilong Chen, Xiaoou Liu, Xiaoxue Yu, Xijun Wang, Xingyu Shang, Xinquan Wang, Xuelin Cao, Yang Su, Yanping Liang, Yansha Deng, Yifan Yang, Yingping Cui, Yu Sun, Yuxuan Chen, Yvan Pointurier, Zeinab Nehme, Zeinab Nezami, Zhaohui Yang, Zhaoyang Zhang, Zhe Liu, Zhenyu Yang, Zhu Han, Zhuang Zhou, Zihan Chen, Zirui Chen, Zitao Shuai,
CoRR 2025

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AutoRAN: Automated and Zero-Touch Open RAN Systems,
Stefano Maxenti, Ravis Shirkhani, Maxime Elkael, Leonardo Bonati, Salvatore Doro, Tommaso Melodia, Michele Polese,
CoRR 2025

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ALLSTaR: Automated LLM-Driven Scheduler Generation and Testing for Intent-Based RAN,
Maxime Elkael, Michele Polese, Reshma Prasad, Stefano Maxenti, Tommaso Melodia,
CoRR 2025

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AgentRAN: An Agentic AI Architecture for Autonomous Control of Open 6G Networks,
Maxime Elkael, Salvatore Doro, Leonardo Bonati, Michele Polese, Yunseong Lee, Koichiro Furueda, Tommaso Melodia,
CoRR 2025

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Joint Routing, Resource Allocation, and Energy Optimization for Integrated Access and Backhaul with Open RAN,
Reshma Prasad, Maxime Elkael, Gabriele Gemmi, Osama Bushnaq, Debashisha Mishra, Prasanna Raut, Jennifer Simonjan, Michele Polese, Tommaso Melodia,
CoRR 2025

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Efficient Network Slicing Orchestrator for 5G Networks using a Genetic Algorithm-based Scheduler with Kubernetes: Experimental Insights,
Massinissa Ait Aba, Maya Kassis, Maxime Elkael, Andrea Araldo ■, Ali Al Khansa, Hind Castel Taleb, Badii Jouaber,
NetSoft 2024, Saint Louis, United States

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Joint Placement, Routing and Dimensioning at the Network Edge for Energy Minimization,
Maxime Elkael ■, Andrea Araldo ■, Salvatore Doro, Hind Castel Taleb, Massinissa Ait Aba, Badii Jouaber,
GLOBECOM 2023, Kuala Lumpur (Malaysia), France

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Joint Routing and Energy Optimization for Integrated Access and Backhaul with Open RAN,
Gabriele Gemmi, Maxime Elkael ■, Michele Polese, Leonardo Maccari, Hind Castel Taleb, Tommaso Melodia,
GLOBECOM 2023

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Integrated Deployment Prototype for Virtual Network Orchestration Solution,
Maya Kassis, Massinissa Ait Aba, Hind Castel Taleb, Maxime Elkael ■, Andrea Araldo ■, Badii Jouaber,
NOMS 2022, Budapest, Hungary

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A two-stage algorithm for the Virtual Network Embedding problem,
Massinissa Ait Aba, Maxime Elkael, Badii Jouaber, Hind Castel Taleb, Andrea Araldo ■, David Olivier,
LCN 2021, Edmonton (online), Canada

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Improved Monte Carlo Tree Search for Virtual Network Embedding,
Maxime Elkael, Hind Castel Taleb, Badii Jouaber, Andrea Araldo ■, Massinissa Ait Aba,
LCN 2021, Edmonton (online), Canada

Journal articles

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Monkey business: reinforcement learning meets neighborhood search for virtual network embedding. Monkey Business : L'apprentissage par renforcement rencontre la recherche de quartier pour l'intégration de réseaux virtuels,
Maxime Elkael ■, Massinissa Ait Aba, Andrea Araldo ■, Hind Castel-Taleb, Badii Jouaber,
Computer Networks 2022

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Monkey Business: Reinforcement learning meets neighborhood search for Virtual Network Embedding,
Maxime Elkael ■, Massinissa Ait Aba, Andrea Araldo ■, Hind Castel Taleb, Badii Jouaber,
Comput. Networks 2022

Generated using minifold and minifold-lincs at 2026-04-17 18:19.