Abderrahmane Redha Alliche

Publications

Article dans une revue (1)

O-DQR: a Multi-Agent Deep Reinforcement Learning for Multihop Routing in Overlay Networks Redha A. Alliche,Ramon Aparicio-Pardo,Lucile Sassatelli IEEE Transactions on Network and Service Management, In press, ⟨10.1109/TNSM.2024.3485196⟩ Article dans une revue hal-04747636v1

Communication dans un congrès (5)

prisma-v2: Extension to Cloud Overlay Networks Redha A. Alliche,Tiago da Silva Barros,Ramon Aparicio-Pardo,Lucile Sassatelli ICTON 2023 - 23rd International Conference on Transparent Optical Networks, Jul 2023, Bucarest, Romania. ⟨10.1109/ICTON59386.2023.10207272⟩ Communication dans un congrès hal-04135985v1
Quantum Virtual Link Generation via Reinforcement Learning Ramon Aparicio-Pardo,Antoine Cousson,Redha A. Alliche 23rd International Conference on Transparent Optical Networks (ICTON 2023), Jul 2023, Bucharest, Romania Communication dans un congrès hal-04136014v1
Impact Evaluation of Control Signalling onto Distributed Learning-based Packet Routing Redha A. Alliche,Tiago da Silva Barros,Ramon Aparicio-Pardo,Lucile Sassatelli ITC -34 - Teletraffic Engineering for Smart Networking conference, Sep 2022, Shenzen, China Communication dans un congrès hal-03789349v1
PRISMA: A Packet Routing Simulator for Multi-Agent Reinforcement Learning Redha A. Alliche,Tiago da Silva Barros,Ramon Aparicio-Pardo,Lucile Sassatelli 4th Intl Workshop on Network Intelligence collocated with IFIP Networking 2022, Jun 2022, Catania, Italy. ⟨10.23919/IFIPNetworking55013.2022.9829797⟩ Communication dans un congrès hal-03709948v1
Reconfiguring Network Slices at the Best Time With Deep Reinforcement Learning Adrien Gausseran,Redha A. Alliche,Hicham Lesfari,Ramon Aparicio-Pardo,Frédéric Giroireet al. CloudNet 2022 - IEEE International Conference on Cloud Networking, Nov 2022, Paris, France. ⟨10.1109/CloudNet55617.2022.9978878⟩ Communication dans un congrès hal-03786887v1

Poster de conférence (1)

Fully Decentralized Multi-Agent Deep Reinforcement Learning for Overlay Packet Routing Redha A. Alliche,Ramon Aparicio-Pardo,Lucile Sassatelli International AI conference, SophI.A Summit, Nov 2023, Sophia Antipolis, France. Poster de conférence hal-04694528v1

Thèse (1)

Artificial intelligence-based cloud network control Abderrahmane Redha Alliche Artificial Intelligence [cs.AI]. Université Côte d'Azur, 2024. English. ⟨NNT : 2024COAZ4022⟩ Thèse tel-04678567v1

Logiciel (1)

Packet Routing Simulator for Multi-Agent Reinforcement Learning (PRISMA) (Version v0.1) Redha A. Alliche,Tiago da Silva Barros,Ramon Aparicio-Pardo,Lucile Sassatelli 2022, ⟨swh:1:dir:53e77bdd5593e2ef85805c8520626cfddb113fa9;origin=https://hal.archives-ouvertes.fr/hal-03998842;visit=swh:1:snp:c4feb2a2b2254e41f7187021d2905e65d12d07a6;anchor=swh:1:rel:29f812793e523375296b6ff52ffc50ce68250a98;path=/⟩ Logiciel hal-03998842v1