Kim Khoa Nguyen

Professeur

Département

Département de génie électrique

Formation

B. Ing. (Polytechnique, Hanoï), M.Sc. (Institut de la francophonie pour l'Informatique, Hanoï), Ph.D. (Université Concordia)

Bureau

A-3310

Courriel

Kim-Khoa.Nguyen@etsmtl.ca

Professeur en technologie, bras croisés, sérieux et confiant.

Unités de recherche

Visiter le site web de : SYNCHROMÉDIA – Laboratoire de communications multimédias en téléprésence
Visiter le site web de : Centre interdisciplinaire de recherche en opérationnalisation du développement durable

Expertises

Technologies intelligentes
Nuage informatique
Réseaux virtuels
Architecture de centres de données
Optimisation de réseaux
Routage et commutation à haute performance
Modélisation de réseaux
TICs vertes
Informatique durable

Cours

3 crédits Été 2024

3 crédits Automne 2024

3 crédits Hiver 2024

Encadrements

En codirection avec : Mohamed Cheriet
Real-Time Data Driven Model Predictive Control for Efficient Energy Consumption in Smart Buildings, par Fatma Mtibaa
Été 2023
En codirection avec : Mohamed Cheriet
Learning Framework for Optimized Control of Wireless Links, par Mostafa Ahmed Hassan Hussien
Automne 2023
Edge-based Control and Optimization of Smart Buildings, par Hossein Savadkoohian
Automne 2024
En codirection avec : Mohamed Cheriet
Cache Optimization of UAV Swarm Assisted 5G Network in Boosting Demand Areas, par Licheng Zheng
Automne 2024
Control Loop-Aware Date Processing for Times-Sensitive Communication in 5G Smart RAN, par Amardip Kumar Singh
Automne 2024
En codirection avec : Mohamed Cheriet
Optimized Traffic Scheduling And Routing In Smart Home Networks, par Maroua Ben Attia
Automne 2019
En codirection avec : Mohamed Cheriet
Optimizing Total Cost of Ownership (TCO) for 5G Multi-Tenant Mobile BackHaul (MBH) Optical Transport Networks, par Nassim Haddaji
Hiver 2019
En codirection avec : Mohamed Cheriet
Resource Provisioning for Inter-Domain IoT Services in Edge-Cloud SDN-based Networks, par Duong Tuan Nguyen
Hiver 2022
, par Sadegh Tofigh
Automne 2024
UAV-assisted Heterogeneous Wireless Mesh Network Enabling Mission-critical Communications, par Van Do Dang
Automne 2024
En codirection avec : Mohamed Cheriet
Routing and Packet Scheduling for 5G O-RAN in Boosting Demand Areas, par Chengcheng Zhang
Automne 2024
En codirection avec : Lokman Sboui
Navigating the Labyrinth of Indoor Localization through Graph Aggregation, par Mazin Mohammed Mogadem Ahmed
Automne 2024
En codirection avec : Mohamed Cheriet
L'approche d'apprentissage automatique pour l'optimisation de la robotique en essaim dans l'entrepôt automatisé servi par la communication 5G, par Manh Tai Ho
Automne 2023
En codirection avec : Mohamed Cheriet
Self-optimizing Orchestration Platform for Multi-layer Multi-domain Networks, par Dahina Koulougli
Automne 2024
Optimized Meta-transfer Learning for Distributed Multi-agent Systems in Self-optimizing 5G Fabrics, par Mohammad Askarizadeh Khanaman
Automne 2024
Categorical graph neural network for network and traffic modeling, par Amirreza Shiralinasab Langari
Automne 2024
Optimized Employment of ML Models for 5G Network Resource Allocation, par Nessrine Hammami
Automne 2024

En codirection avec : Mohamed Cheriet
OpenFlow Rule Placement In Carrier Backhaul Networks For Multicast Applications, par Rafael George Amado
Hiver 2022
Slicing Enterprise WiFi Networks for Differentiated IoT Service Provisioning, par Foroutan Fami
Été 2022
En codirection avec : Mohamed Cheriet
Modélisation et optimisation de réseau infonuagique et de calcul périphérique, par Njakarison Menja Randriamasinoro
Été 2021
En codirection avec : Mohamed Cheriet
Behaviour Profiling of Microservice-based Applications and Anomaly Detection in Cloud, par Mohammadmahdi Ghorbani
Automne 2021
Ordonnancement de données multiprotocoles des objets connectés dans la maison intelligente, par Milad Amiriyan
Automne 2021
Optimisation de traitement de données dans le calcul informatique de pointe, par Taha Ben Salah
Automne 2022
Optimisation du déploiement des modèles d'apprentissage fédéré dans les réseaux de télécommunications, par Étienne Labelle
Automne 2024
En codirection avec : Mohamed Cheriet
Enabling Large Scale Cloud Services by Software Defined Wide Area Network, par Haifa Sassi
Été 2017
En codirection avec : Brigitte Jaumard
Circulation Management In Hospitals During COVID-19, par Sana Alsadat Razavi
Hiver 2023
En codirection avec : Mohamed Cheriet
Partage efficace des ressources de calcul dans le nuage informatique, par Achraf Labidi
Été 2017
En codirection avec : Mohamed Cheriet
Optimal Deployment of Smart Home Vertical Applications Onto Cloud, par Rim Elfahem
Été 2017
Optimisation des tâches sur les microservices pour les applications de contrôle des maisons intelligentes, par Rahma Douma
Automne 2019
An Efficient Routing Method for Multi-Hop Multi-Radio Multi-Channel Wireless Mesh Network, par Md Raihan-Al Masud
Automne 2024
Optimization of multi-cloud environment for supporting 5G radio acces network deployment and services, par Minh Hai Dao
Automne 2024
Cadre d'apprentissage automatique pour la détection d'anomalie dans les transactions financières, par Jouhaina Nasri
Automne 2024
En codirection avec : Mohamed Cheriet
Optimized Machine Learning model deployment in Open RAN with security consideration, par Eya Khoualdia
Automne 2024
Protecting Tactical Wireless Networks Against Dual Interception, par Van Hau Le
Été 2023
STRAT: Efficient Expander Data Center Network Architecture, par Alireza Khajouei
Hiver 2025
En codirection avec : Mohamed Cheriet
Optimisation de l'assignation des flux de données dans une passerelle IdO à interfaces multiples, par Mohamed Ghazi Amor
Été 2019
, par Gabriel Hardy
Été 2024
En codirection avec : Mohamed Cheriet
Energy Efficient Software Update Mechanism for Networked Component-based IoT Devices, par Ngoc Hai Bui
Automne 2019
En codirection avec : Mohamed Cheriet
Stateless Orchestrator Synchronization In Multi-Layer Multi-Domain Networks, par Alireza Tirehkar
Été 2023
En codirection avec : Mohamed Cheriet
Routing and Packet Scheduling in LoRaWANs-EPC Integration Network and in ORAN, par Chengcheng Zhang
Hiver 2021
Anti-jamming techniques for open radio access network (o-ran), par Van Huynh Nguyen
Automne 2024
Shared-resource Generative Adversarial Network (GAN) Training for 5G Ultra Reliable Low Latency Communication (URLLC) Deep Reinforcement Learning Augmentation, par Kaveh Mehdipourchari
Automne 2024

Système des objets connectés de communication à faible énergie LoRa pour l'agriculture urbaine, par Vimonto Adonis Noé Zangba
Hiver 2020
, par Nabil Youcef Essaidi
Hiver 2021
Analyse des données et optimisation du réseau WIFI auto-organisé, par Marouane Bensitel
Automne 2018
Mise en oeuvre d'une applications intelligente pour la gestion du trafic dans le réseau 5G O-RAN privé, par Karim Boumeridja
Automne 2024
L’application d’Internet des objets connectés pour la navigation dans l'environnement intérieur, par Malika Rezzik
Automne 2024
Applications intelligentes (xApps et rApps) pour l’optimisation du trafic dans le réseau 5G O-RAN privés, par Melissa Zibani
Automne 2024
Développement des applications intelligentes (xApps et rApps) pour la sécurité dán les réseaux 5G O-RAN privés, par Yesma Djenane
Automne 2024
Définition des tranches de réseaux virtuelles dans le réseau O-RAN pour la différentiation de qualité de services, par Rania Tisemlal
Automne 2024
Développement des applications intelligentes xApps and rApps pour contrôler la performance et la sécurité des réseaux 5G privés, par Drifa Sirine Baabouche
Automne 2024
Réalité virtuelle sans vision : une canne blanche haptique et auditive pour naviguer dans des mondes virtuels complexes, par Ibtihel Maayouf
Automne 2024
Développement des applications intelligentes pour contrôler le réseau 5G privé basés sur O-RAN, par Houssem Boulouza
Automne 2024
Développement des applications intelligentes (xApps et rApps) pour l'automatisation de réseaux 5G O-RAN, par Nour El Houda Amrani
Automne 2024
L’application robotique pour l’assistance à la navigation dans l'environnement intérieur, par Raid Zeghina
Automne 2024
Application d’Internet des objets pour la navigation intérieure, par Ali Haazime
Automne 2024
Développement des applications intelligentes (xApps et rApps) pour contrôler le réseau 5G O-RAN privé, par Léopold Atemkeng Temgoua
Automne 2024
L’application d’objets connectés pour l’assistance à la navigation des personnes malvoyantes dans l'environnement intérieur, par Gabin Azangho Nguimatio
Automne 2024
Application intelligente pour la détection et l'évitement des obstacles dans la navigation intérieure des personnes avec déficience visuelle, par Walid Kismoune
Automne 2024
L'analyse de sécurité dans les réseaux d'accès de radio et l'Internet des objets, par Kenania Kalala Lukusa
Automne 2024
Tranchage du réseau 5G privé basé sur O-RAN, par Nandi Bourghol
Automne 2023
Intégration du contrôleur intelligent de temps quasi réel de réseaux d'accès radio avec le simulateur OMNET++, par Abdelmoula Ait-Chabka
Été 2021
Intégration des systèmes YOLOv4 et ROS2 à la plateforme Robomaster EP pour la détection d’objets, par Yasmine Abed
Été 2024
Développement des xApps and rApps pour les réseaux 5G basés sur O-RAN dans les centres de santés, par Djamel Eddine Ladjine
Automne 2024
Réseau d'objets connectés pour l'acquisition de données de géolocalisation, par Omar El Farouk Mamou
Automne 2024
La collection et fusion de données multimodales des objets connectés pour la géolocalisation et la navigation intérieure, par Nadia Ahmed Khodja
Automne 2024
Mise en oeuvre d'un système intelligent pour la détection des anomalies dans les transactions financières, par Mohamed Imed Eddine Bourenane
Automne 2024
La mise en oeuvre d'une application pour l'assistance à la navigation intérieure en utilisant les signaux, par Mohammed Benbali
Hiver 2024
La plateforme d'optimisation du réseau WIFI auto-organisé, par Aissatou Bah
Automne 2020
Transmission et persistance d'informations des objets connectés pour l'agriculture intelligente, par Assane Touré
Été 2020
Mise en oeuvre d'un robot pour assister les personnes ayant des déficiences visuelles, par Islem Khiat
Été 2024
L'application robotique assistant la navigation intérieure des personnes ayant une déficience visuelle, par Aghiles Zaouache
Automne 2024
L’intégration des systèmes ORB-SLAM3 et ROS à la plateforme RoboMaster EP pour la navigation robotique, par Imad Eddine Amiri
Été 2024

Accompagnement d'un opérateur dans l'obtention des bandes de fréquence "5G", par Thomas Mahéo
Hiver 2023
En codirection avec : Jean-Christophe Sicard
Sécuriser les accès au réseau de Loto-Québec et de ses filiales, par Arthur Gambet
Automne 2018
Système pour l'état de charge de batteries de drones, par Maxence Bollon
Hiver 2024
Étude d'une solution de simulation de réseau répondant aux besoins de l'entreprise, par Flavien Noirot
Hiver 2024

Automatisation du processus de désinstallation, d’installation et déploiement d’un antivirus serveur : cas de Deep Security, par Michel Franck Kengne Foussom
Été 2023

En codirection avec : Jean-Christophe Sicard
Sécurisation des réseaux d'accès de l'Entreprise, par Arthur Gambet
Automne 2018
La mise en oeuvre d'un réseau 5g privé basé sur l'architecture O-RAN, par José Arnaud Emmanuel Bantsimbas-K
Automne 2023
Mise en oeuvre d'un système d'avertissement routier pour les piétons malvoyants basé sur les objets connectés, par Hamza Trabelsi
Hiver 2024

Publications

Nassim Haddaji, Kim Khoa Nguyen, Mohamed Cheriet. 2016 « Transformative design model towards an end-to-end integrated-optical-packet-network in metro and core networks ». Affiche présentée lors de la conférence : 17th International Network Strategy and Planning Symposium (Networks) (Montreal, QC, Canada, Sept. 26-28, 2016)
Hicham Abdelfattah, Kim Khoa Nguyen, Mohamed Cheriet. 2015 « Resource consumption assessment for cloud middleware ». Affiche présentée lors de la conférence : International conference on smart sustainable city technologies (Toronto, ON, Canada, Oct. 13-14, 2015)
Marc-Olivier Arsenault, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2015 « Session-based communication for vital machine to machine applications ». Affiche présentée lors de la conférence : International conference on smart sustainable city technologies (Toronto, ON, Canada, Oct. 13-14, 2015)
Thomas Dandres, Nathan Vandromme, Glasha Obrekht, Andy Wong, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2015 « Environmental consequences of future data centre deployment in Canada ». Affiche présentée lors de la conférence : 3rd International conference on ICT for sustainability (Copenhagen, Denmark, Sept. 7-9, 2015)
T. Dandres, R. Samson, R. Farrahi Moghaddam, K. K. Nguyen, M. Cheriet, Y. Lemieux. 2014 « Framework for monitoring and optimizing environmental impacts in information and communication technology systems ». Affiche présentée lors de la conférence : ICT for Sustainability 2014 (ICT4S 2014) (Stockholm, Sweden, Aug. 24-27, 2014)
Thomas Dandres, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2014 « Minimization of telco cloud emissions based on marginal electricity management ». Affiche présentée lors de la conférence : ICT for Sustainability 2014 (ICT4S 2014) (Stockholm, Sweden, Aug. 24-27, 2014)
E. Maurice, T. Dandres, R. F. Moghaddam, K. K. Nguyen, M. Cheriet, R. Samson. 2014 « Green sustainable telco cloud provisioning for smart city ». Affiche présentée lors de la conférence : TISED Annual Symposium (Montréal, QC, Canada, 17-18 mars 2014)
Kim Khoa Nguyen, Mohamed Cheriet. 2014 « Sustainable broadband provisioning in next-generation smart university campus ». Affiche présentée lors de la conférence : ICT for Sustainability 2014 (ICT4S 2014) (Stockholm, Sweden, Aug. 24-27, 2014)

Elie El Haber, Mohamed Elhattab, Chadi Assi, Sanaa Sharafeddine, Kim Khoa Nguyen. 2024 « Multi-IRS aided mobile edge computing for high reliability and low latency services ». IEEE Transactions on Network and Service Management vol. 21 , nº 4. p. 4396-4409
Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet. 2024 « Energy efficiency deep reinforcement learning for URLLC in 5G mission-critical swarm robotics ». IEEE Transactions on Network and Service Management
Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet. 2024 « Federated deep reinforcement learning for task scheduling in heterogeneous autonomous robotic system ». IEEE Transactions on Automation Science and Engineering vol. 21 , nº 1. p. 528-540
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Optimized FlexEthernet for inter-domain traffic restoration ». IEEE Transactions on Network and Service Management
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Age of processing-aware offloading decision for autonomous vehicles in 5G open RAN environment ». IEEE Transactions on Mobile Computing vol. 23 , nº 7. p. 7865-7877
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Renewable energy powered and open RAN-based architecture for 5G fixed wireless access provisioning in rural areas ». IEEE Transactions on Green Communications and Networking vol. 8 , nº 3. p. 994-1007
Ti Ti Nguyen, Kim-Khoa Nguyen. 2024 « QoS control under perfect and imperfect CSI in intelligent reflecting surface-assisted multi-cast multi-group communication systems ». IEEE Transactions on Wireless Communications vol. 23 , nº 6. p. 6109-6123
Amardip Kumar Singh, Kim Khoa Nguyen. 2024 « Communication efficient compressed and accelerated federated learning in Open RAN intelligent controllers ». IEEE/ACM Transactions on Networking
Thinh Duy Tran, Brigitte Jaumard, Quang Huy Duong, Kim-Khoa Nguyen. 2024 « 5G service function chain provisioning: A deep reinforcement learning-based framework ». IEEE Transactions on Network and Service Management
Mohammad Askarizadeh, Alireza Morsali, Kim Khoa Nguyen. 2023 « Resource-constrained multisource instance-based transfer learning ». IEEE Transactions on Neural Networks and Learning Systems
Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet. 2023 « Converging game theory and reinforcement learning for industrial Internet-of-Things ». IEEE Transactions on Network and Service Management vol. 20 , nº 2. p. 890-903
Mostafa Hussien, Ahmed Abdelmoaty, Mahmoud Elsaadany, Mohammed F. A. Ahmed, Ghyslain Gagnon, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Carrier frequency offset estimation in 5G NR: Introducing gradient boosting machines ». IEEE Access vol. 11. p. 34128-34137
Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « A learning framework for bandwidth-efficient distributed inference in wireless IoT ». IEEE Sensors Journal vol. 23 , nº 15. p. 17656-17666
Mostafa Hussien, Kim Khoa Nguyen, Ali Ranjha, Moez Krichen, Abdulaziz Alshammari, Mohamed Cheriet. 2023 « Enabling efficient data integration of industry 5.0 nodes through highly accurate neural CSI feedback ». IEEE Transactions on Consumer Electronics vol. 69 , nº 4. p. 813-824
Van Hau Le, Ti TI Nguyen, Kim Khoa Nguyen. 2023 « Dual wireless anti-interception for ground combat vehicles ». IEEE Transactions on Vehicular Technology vol. 72 , nº 12. p. 16236-16248
Fatma Mtibaa, Kim Khoa Nguyen, Vasken Dermardiros, Scott McDonald, Jean-Simon Venne, Mohamed Cheriet. 2023 « Hierarchical multi-agent control framework for energy efficiency and carbon emission reduction in multi-zone buildings ». Journal of Building Engineering vol. 68
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Federated learning assisted deep Q-learning for joint task offloading and fronthaul segment routing in open RAN ». IEEE Transactions on Network and Service Management vol. 20 , nº 3. p. 3261-3273
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Two-level closed loops for RAN slice resources management serving flying and ground-based cars ». IEEE Transactions on Network and Service Management vol. 20 , nº 2. p. 1184-1198
Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Jointly optimized resource allocation for SDN control and forwarding planes in edge-cloud SDN-based networks ». Future Generation Computer Systems vol. 145. p. 176-188
Ti Ti Nguyen, Kim-Khoa Nguyen. 2023 « A deep learning framework for beam selection and power control in massive MIMO - millimeter-wave communications ». IEEE Transactions on Mobile Computing vol. 22 , nº 8. p. 4374-4387
Ti Ti Nguyen, Kim-Khoa Nguyen. 2023 « Joint learning and optimization-based resource management in hybrid network of cooperative and non-cooperative massive MIMO systems ». IEEE Transactions on Vehicular Technology vol. 72 , nº 9. p. 12001-12015
Ti Ti Nguyen, Kim-Khoa Nguyen. 2023 « Pilot-partitioning protocol and anti-jamming methods in distributed massive MIMO systems ». IEEE Transactions on Cognitive Communications and Networking vol. 9 , nº 5. p. 1211-1225
Chuan Pham, Foroutan Fami, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « When RAN intelligent controller in O-RAN meets multi-UAV enable wireless network ». IEEE Transactions on Cloud Computing vol. 11 , nº 3. p. 2245-2259
Tai Manh Ho, Kim Khoa Nguyen. 2022 « Joint server selection, cooperative offloading and handover in multi-access edge computing wireless network: A deep reinforcement learning approach ». IEEE Transactions on Mobile Computing vol. 21 , nº 7. p. 2421-2435
Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Self-supervised learning for CSI compression in FDD massive MIMO systems ». IEEE Communications Letters vol. 26 , nº 11. p. 2641-2645
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Age of processing-based data offloading for autonomous vehicles in MultiRATs Open RAN ». IEEE Transactions on Intelligent Transportation Systems vol. 23 , nº 11. p. 21450-21464
Chuan Pham, Duong Tan Nguyen, Kim-Khoa Nguyen, Nguyen H. Tran, Mohamed Cheriet. 2022 « Dynamic controller/switch mapping: A service oriented assignment approach ». IEEE Transactions on Parallel and Distributed Systems vol. 33 , nº 10. p. 2482-2495
Chuan Pham, Duong Tan Nguyen, Yosra Njah, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Share-to-run IoT services in edge cloud computing ». IEEE Internet of Things Journal vol. 9 , nº 1. p. 497-509
Luciano Rodrigues Viana, Mohamed Cheriet, Kim-Khoa Nguyen, Daria Marchenko, Jean-François Boucher. 2022 « Sending fewer emails will not save the planet! An approach to make environmental impacts of ICT tangible for Canadian end users ». Sustainable Production and Consumption vol. 34. p. 453-466
Elie El Haber, Mohamed Elhattab, Chadi Assi, Sanaa Sharafeddine, Kim Khoa Nguyen. 2021 « Latency and reliability aware edge computation offloading via an intelligent reflecting surface ». IEEE Communications Letters vol. 25 , nº 12. p. 3947-3951
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « UAV control for wireless service provisioning in critical demand areas: A deep reinforcement learning approach ». IEEE Transactions on Vehicular Technology vol. 70 , nº 7. p. 7138-7152
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Efficient routing using flexible ethernet in multi-layer multi-domain networks ». Journal of Lightwave Technology vol. 39 , nº 7. p. 1925-1936
Fatma Mtibaa, Kim-Khoa Nguyen, Vasken Dermardiros, Mohamed Cheriet. 2021 « Context-aware model predictive control framework for multi-zone buildings ». Journal of Building Engineering vol. 42
Chuan Pham, Duong Tuan Nguyen, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Optimized IoT service chain implementation in edge cloud platform: A deep learning framework ». IEEE Transactions on Network and Service Management vol. 18 , nº 1. p. 538-551
Ao Yu, Hui Yang, Kim Khoa Nguyen, Jie Zhang, Mohamed Cheriet. 2021 « Burst traffic scheduling for hybrid E/O switching DCN: An error feedback spiking neural network approach ». IEEE Transactions on Network and Service Management vol. 18 , nº 1. p. 882-893
Maroua Ben Attia, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Dynamic QoS-aware scheduling for concurrent traffic in smart home ». IEEE Internet of Things Journal vol. 7 , nº 6. p. 5412-5425
Abdolkhalegh Bayati, Kim-Khoa Nguyen, Mohamed Cheriet. 2020 « Gaussian process regression ensemble model for network traffic prediction ». IEEE Access vol. 8. p. 176540-176554
Behdad Heidarpour, Zbigniew Dziong, Wing Cheong Lau, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Application-oriented free data in cellular networks ». IEEE Access vol. 8. p. 71173-71188
Fatma Mtibaa, Kim-Khoa Nguyen, Muhammad Azam, Anastasios Papachristou, Jean-Simon Venne, Mohamed Cheriet. 2020 « LSTM-based indoor air temperature prediction framework for HVAC systems in smart buildings ». Neural Computing and Applications vol. 32 , nº 23. p. 17569-17585
Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Placement and Chaining for Run-time IoT Service Deployment in Edge-Cloud ». IEEE Transactions on Network and Service Management vol. 17 , nº 1. p. 459-472
Meriem Amina Si Saber, Mehdi Ghorbani, Abdolkhalegh Bayati, Kim-Khoa Nguyen, Mohamed Cheriet. 2020 « Online data center traffic classification based on inter-flow correlations ». IEEE Access vol. 8. p. 60401-60416
Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2019 « Dynamic QoE/QoS-Aware queuing for heterogeneous traffic in smart home ». IEEE Access vol. 7. p. 58990-59001
Nassim Haddaji, Kim Nguyen, Mohamed Cheriet. 2019 « TCO Planning Game for 5G Multitenant Virtualized Mobile BackHaul (V-MBH) Network ». Journal of Lightwave Technology vol. 37 , nº 24. p. 6193-6206
Qian Huang, Xianzhong Xie, Hong Tang, Tao Hong, Michel Kadoch, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Machine-learning-based cognitive spectrum assignment for 5G URLLC applications ». IEEE Network vol. 33 , nº 4. p. 30-35
Chuan Pham, Nguyen H. Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Joint energy scheduling and water saving in geo-distributed mixed-use buildings ». IEEE Transactions on Smart Grid vol. 10 , nº 5. p. 5345-5359
Abdolkhalegh Bayati, Kim Nguyen, Mohamed Cheriet. 2018 « Multiple-step-ahead traffic prediction in high-speed networks ». IEEE Communications Letters vol. 22 , nº 12. p. 2447-2450
Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2018 « QoS-aware software-defined routing in smart community network ». Computer Networks vol. 147. p. 221-235
Nassim Haddaji, Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « BackHauling-as-a-Service (BHaaS) for 5G optical sliced networks: an optimized TCO approach ». Journal of Lightwave Technology vol. 36 , nº 18. p. 4006-4017
Nassim Haddaji, Kim Nguyen, Mohamed Cheriet. 2018 « Towards end-to-end integrated optical packet network: Empirical analysis ». Optical Switching and Networking vol. 27. p. 18-39
Duong Tuan Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « NFV-based architecture for the interworking between WebRTC and IMS ». IEEE Transactions on Network and Service Management vol. 15 , nº 4. p. 1363-1377
Chuan Pham, Nguyen H. Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « A distributed approach to emergency demand response in geo-distributed mixed-use buildings ». Journal of Building Engineering vol. 19. p. 506-518
Ana Carolina Riekstin, Bruno Bastos Rodrigues, Kim Khoa Nguyen, Teresa Cristina Melo De Brito Carvalho, Catalin Meirosu, Burkhard Stiller, Mohamed Cheriet. 2018 « A survey on metrics and measurement tools for sustainable distributed cloud networks ». IEEE Communications Surveys and Tutorials vol. 20 , nº 2. p. 1244-1270
Tara Nath Subedi, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « SDN-based fault-tolerant on-demand and in-advance bandwidth reservation in data center interconnects ». International Journal of Communication Systems vol. 31 , nº 4
Thomas Dandres, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Réjean Samson, Mohamed Cheriet. 2017 « Consideration of marginal electricity in real-time minimization of distributed data centre emissions ». Journal of Cleaner Production vol. 143. p. 116-124
Thomas Dandres, Nathan Vandromme, Glasha Obrekht, Andy Wong, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2017 « Consequences of future data center deployment in canada on electricity generation and environmental impacts: A 2015-2030 prospective study ». Journal of Industrial Ecology vol. 21 , nº 5. p. 1312-1322
Kim-Khoa Nguyen, Mohamed Cheriet. 2016 « Virtual edge-based smart community network management ». IEEE Internet Computing vol. 20 , nº 6. p. 32-41
K. K. Nguyen, Mohamed Cheriet. 2015 « Environment-aware virtual slice provisioning in green cloud environment ». IEEE Transactions on Services Computing vol. 8 , nº 3. p. 507-519
Kim Khoa Nguyen, Brigitte Jaumard. 2015 « Distributed schemes for routing table management in next generation routers ». Journal of Network and Systems Management vol. 23 , nº 1. p. 41-57
Tara Nath Subedi, Kim Khoa Nguyen, Mohamed Cheriet. 2015 « OpenFlow-based in-network Layer-2 adaptive multipath aggregation in data centers ». Computer Communications vol. 61. p. 58-69
Kim-Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014 « Virtual slice assignment in large-scale cloud interconnects ». IEEE Internet Computing vol. 18 , nº 4. p. 37-46
Kim Khoa Nguyen, Brigitte Jaumard. 2013 « A MPLS/LDP distributed architecture for next generation routers ». Journal of Network and Systems Management vol. 21 , nº 4. p. 535-561
Kim-Khoa Nguyen, Mohamed Cheriet. 2013 « Enabling infrastructure as a service (IaaS) on IP networks: From distributed to virtualized control plane ». IEEE Communications Magazine vol. 51 , nº 1. p. 136-144
Kim-Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Michel Savoie, Bobby Ho. 2013 « Powering a data center network via renewable energy: A green testbed ». IEEE Internet Computing vol. 17 , nº 1. p. 40-49
Mathieu Lemay, Kim-Khoa Nguyen, Bill St Arnaud, Mohamed Cheriet. 2012 « Toward a zero-carbon network converging cloud computing and network virtualization ». IEEE Internet Computing vol. 16 , nº 6. p. 51-59
Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Victor Reijs, Andrew MacKarel, Alin Pastrama. 2012 « Environmental-aware virtual data center network ». Computer Networks vol. 56 , nº 10. p. 2538-2550

K. K. Nguyen, A. Daouadji, M. Cheriet, M. Lemay. 2012 « Ontology-based resource description and discovery framework for low-carbon ». In Communication and networking in smart grids. p. 137-152. CRC press
Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Bill St. Arnaud, Victor Reijs, Andrew Mackarel, Pau Minoves, Alin Pastrama, Ward Van Heddeghem. 2011 « Renewable energy provisioning for ICT services in a future internet ». In The future internet : future internet assembly 2011: achievements and technological promises. p. 419-429. Springer-Verlag

Kim Khoa Nguyen. 2018 « AI for smart city management, open lab & university-as-a-hub model ». Communication lors de la conférence : AI4Life (Hanoi, Vietnam, May 09-11, 2018)
Kim Khoa Nguyen. 2018 « Sustainable operationalization of smart city IoT network fabric ». Communication lors de la conférence : Entretiens Jacques Cartier 2018 (EJC) (Lyon, France, Nov. 12-13, 2018)
Pascal Potvin, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2015 « Hyper heterogeneous cloud-based IMS software architecture : a proof-to-concept and empirical analysis ». Communication lors de la conférence : International Conference on Smart Sustainable City Technologies (Toronto, ON, Canada, Oct. 13-14, 2015)
Pascal Potvin, Mahdy Nabaee, Fabrice Labeau, Kim-Khoa Nguyen, Mohamed Cheriet. 2015 « Micro service cloud computing pattern for next generation networks ». Communication lors de la conférence : International Conference on Smart Sustainable City Technologies (Toronto, ON, Canada, Oct. 13-14, 2015)

Mostafa Hussien, Mohamed Shoaib, Di Wu, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Surrogate Data Source Transfer (SDST): An efficient transfer learning approach for time series forecasting ». IEEE International Conference on Communications (Denver, CO, USA, June 09-13, 2024) Institute of Electrical and Electronics Engineers Inc.
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Dynamic flexethernet defragmentation under time-varying traffic in multi-layer multi-domain networks ». International Wireless Communications and Mobile Computing (IWCMC) (Ayia Napa, Cyprus, May 27-31, 2024) Institute of Electrical and Electronics Engineers Inc.
Van Hau Le, Ti Ti Nguyen, Kim Khoa Nguyen. 2024 « Joint intelligent reflecting surface-aided frequency-hopping anti-jamming for tactical wireless systems ». IEEE International Conference on Communications (Denver, CO, USA, June 09-13, 2024) Institute of Electrical and Electronics Engineers Inc.
Kaveh Mehdipourchari, Mohammad Askarizadeh, Kim Khoa Nguyen. 2024 « Shared-resource generative adversarial network (GAN) training for 5G URLLC deep reinforcement learning augmentation ». IEEE International Conference on Communications (Denver, CO, USA, June 09-13, 2024) Institute of Electrical and Electronics Engineers Inc.
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « 5G Open RAN-based network slicing for connecting ground-based and flying cars serving urban areas ». IEEE International Conference on Communications (Denver, CO, USA, June 09-13, 2024) Institute of Electrical and Electronics Engineers Inc.
Licheng Zheng, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Joint positioning and data communication provisioning using 5G pattern division multiple access (PDMA) airborne ». IEEE International Conference on Communications (Denver, CO, USA, June 09-13, 2024) Institute of Electrical and Electronics Engineers Inc.
Mohammad Askarizadeh, Alireza Morsali, Mostafa Zangiabadi, Kim Khoa Nguyen. 2023 « Difference Convex (DC) programming approach as an alternative optimizer for neural networks ». IEEE International Conference on Communications (Rome, Italy, May 28-June 01, 2023) Institute of Electrical and Electronics Engineers Inc.
Do Dang, Kim Khoa Nguyen. 2023 « Link-weight adjustment for efficient link-state multicast routing with MARL ». IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Do Dang, Kim Khoa Nguyen, Verdier Assoume Mba, Satinder Singh. 2023 « Efficient link-state multicast routing by optimizing link-weight with MARL ». IEEE Military Communications Conference (MILCOM) (Boston, MA, USA, Oct. 30-Nov. 03, 2023) Institute of Electrical and Electronics Engineers
Nessrine Hammami, Kim Khoa Nguyen. 2023 « Communication-efficient multi-agent actor-critic framework for distributed optimization of resource allocation in V2X networks ». IEEE International Conference on Communications (Rome, Italy, May 28-June 01, 2023) Institute of Electrical and Electronics Engineers Inc.
Nessrine Hammami, Kim Khoa Nguyen, Hakimeh Purmehdi. 2023 « Attentional communication for multi-agent distributed resource allocation in V2X networks ». IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Collaborative game theory and deep learning closed-loop automation in O-RAN 5G network slicing for smart grid applications ». IEEE International Conference on Communications (ICC) (Rome, Italy, May 28-June 01, 2023) IEEE
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Energy efficiency learning closed-loop controls in O-RAN 5G network ». IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Optimized task offloading in UAV-assisted cloud robotics ». IEEE International Conference on Communications (Rome, Italy, May 28-June 01, 2023) Institute of Electrical and Electronics Engineers Inc.
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « eCPRI supports in 5G O-RAN fronthaul with Flexethernet ». IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Van Hau Le, Ti Ti Nguyen, Kim Khoa Nguyen. 2023 « Protecting tactical ground combat vehicle networks against dual wireless interceptions ». IEEE International Conference on Communications (Rome, Italy, May 28-June 01, 2023) Institute of Electrical and Electronics Engineers Inc.
Van Hau Le, Ti Ti Nguyen, Kim Khoa Nguyen, Verdier Assoume, Satinder Singh. 2023 « Joint jamming alleviation for mixed RF/FSO relay networks: Optimization and learning approaches ». IEEE Military Communications Conference (MILCOM) (Boston, MA, USA, Oct. 30-Nov. 03, 2023) Institute of Electrical and Electronics Engineers
Van Hau Le, Ti Ti Nguyen, Kim Khoa Nguyen, Verdier Assoume Mba, Satinder Singh. 2023 « Jamming mitigation for mixed RF/FSO relay networks under simultaneous interceptions ». IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Digital twin assisted closed-loops for energy-efficient open RAN-based fixed wireless access provisioning in rural areas ». IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Ti Ti Nguyen, Kim Khoa Nguyen. 2023 « Channel estimation in IRS-assisted multi-cast multi-group communication systems ». IEEE International Conference on Communications (ICC) (Rome, Italy, May 28-June 01, 2023) IEEE
Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet, Abdo Shabah. 2023 « Joint horizontal and vertical backup for highly reliable telemedicine services ». IEEE International Conference on Communications (ICC) (Rome, Italy, May 28-June 01, 2023) IEEE
Sana Alsadat Razavi, Brigitte Jaumard, Kim Khoa Nguyen. 2023 « Optimized circulation management in hospitals during COVID-19 ». IEEE International Conference on Communications (Rome, Italy, May 28-June 01, 2023) Institute of Electrical and Electronics Engineers Inc.
Amirreza Shiralinasab Langari, Leila Yeganeh, Kim Khoa Nguyen. 2023 « Grothendieck Graph Neural Network (GGNN): A path-based framework for network modelling ». IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Alireza Tirehkar, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Optimized synchronization of the orchestrator in hierarchical multi-layer networks ». IEEE International Conference on Communications (Rome, Italy, May 28-June 01, 2023) Institute of Electrical and Electronics Engineers Inc.
Rafael George Amado, Kim-Khoa Nguyen, Mohamed Cheriet. 2022 « OpenFlow rule placement in carrier networks for augmented reality applications ». Proceedings of the ACM Symposium on Applied Computing (En ligne, Apr. 25-29, 2022) Association for Computing Machinery
Mohammad Askarizadeh, Mostafa Hussien, Alireza Morsali, Kim Khoa Nguyen. 2022 « Modeling and optimizing resource-constrained instance-based transfer learning ». IEEE Global Communications Conference, GLOBECOM (Rio de Janeiro, Brazil, Dec. 04-08, 2022) Institute of Electrical and Electronics Engineers Inc.
Foroutan Fami, Nessrine Hammami, Chuan Pham, Kim Khoa Nguyen. 2022 « Slicing Wi-Fi networks for differentiated IoT service provisioning ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Foroutan Fami, Nessrine Hammami, Chuan Pham, Kim-Khoa Nguyen. 2022 « Optimization of IoT slices in wifi enterprise networks ». Proceedings of the ACM Symposium on Applied Computing (En ligne, Apr. 25-29, 2022) Association for Computing Machinery
Nessrine Hammami, Kim Khoa Nguyen. 2022 « Multi-agent actor-critic for cooperative resource allocation in vehicular networks ». 14th IFIP Wireless and Mobile Networking Conference, WMNC (Sousse, Tunisia, Oct. 17-19, 2022) Institute of Electrical and Electronics Engineers Inc.
Nessrine Hammami, Kim Khoa Nguyen. 2022 « On-policy vs. Off-policy deep reinforcement learning for resource allocation in open radio access network ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Federated deep reinforcement learning for task scheduling in heterogeneous autonomous robotic system ». IEEE Global Communications Conference, GLOBECOM (Rio de Janeiro, Brazil, Dec. 04-08, 2022) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Game theoretic reinforcement learning framework for industrial Internet of Things ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Kim Khoa Nguyen, Abdo Shabah. 2022 « Self-organizing internet of multi-RAT robotic things mesh network ». 14th IFIP Wireless and Mobile Networking Conference, WMNC (Sousse, Tunisia, Oct. 17-19, 2022) Institute of Electrical and Electronics Engineers Inc.
Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « PRVNet: A novel partially-regularized variational autoencoders for massive MIMO CSI feedback ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Van Hau Le, Ti Ti Nguyen, Kim Khoa Nguyen, Satinder Singh. 2022 « Joint energy and correlation based anti-intercepts for ground combat vehicles ». IEEE Military Communications Conference MILCOM (Rockville, MD, USA, Nov. 28-Dec. 02, 2022) Institute of Electrical and Electronics Engineers Inc.
Ti Ti Nguyen, Kim Khoa Nguyen. 2022 « Intelligent reflecting surface-based smart resource management in secure wireless communications ». 14th IFIP Wireless and Mobile Networking Conference, WMNC (Sousse, Tunisia, Oct. 17-19, 2022) Institute of Electrical and Electronics Engineers Inc.
Ti Ti Nguyen, Kim Khoa Nguyen, Satinder Singh. 2022 « Intelligent reflecting surface-based secrecy rate enhancement in multicast multigroup tactical communication systems ». IEEE Military Communications Conference MILCOM (Rockville, MD, USA, Nov. 28-Dec. 02, 2022) Institute of Electrical and Electronics Engineers Inc.
Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Joint optimization of UAV trajectory and task allocation for wireless sensor network based on O-RAN architecture ». ICC 2022 - IEEE International Conference on Communications (Seoul, Republic of Korea, May 16-20, 2022) Institute of Electrical and Electronics Engineers Inc.
Amardip Kumar Singh, Kim Khoa Nguyen. 2022 « Joint selection of local trainers and resource allocation for federated learning in open RAN intelligent controllers ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Amardip Kumar Singh, Kim Khoa Nguyen. 2022 « MCORANFed: Communication efficient federated learning in open RAN ». 14th IFIP Wireless and Mobile Networking Conference, WMNC (Sousse, Tunisia, Oct. 17-19, 2022) Institute of Electrical and Electronics Engineers Inc.
Thinh Duy Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Joint route selection and content caching in O-RAN architecture ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Cheng Cheng Zhang, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Joint routing and packet scheduling for URLLC and eMBB traffic in 5G O-RAN ». ICC 2022 - IEEE International Conference on Communications (Seoul, Republic of Korea, May 16-20, 2022) Institute of Electrical and Electronics Engineers Inc.
Licheng Zheng, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « NSATC: An interference aware framework for multi-cell NOMA TUAV airborne provisioning ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Milad Amiriyan, Kim Khoa Nguyen. 2021 « Multiprotocol flow assignment in smart home IoT network ». IEEE International Conference on Communications (ICC) (Montreal, QC, Canada - En ligne, June 14-23, 2021) Institute of Electrical and Electronics Engineers
Mohammad Askarizadeh, Mostafa Hussien, Masoumeh Zare, Kim Khoa Nguyen. 2021 « Optimized transfer learning for wireless channel selection ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc.
Mohammad Askarizadeh, Mostafa Hussien, Masoumeh Zare, Kim Khoa Nguyen. 2021 « Optimized transfer learning: Application for wireless channel selection ». 17th International Conference on Network and Service Management (CNSM) (Izmir, Turkey, Oct. 25-29, 2021) Institute of Electrical and Electronics Engineers Inc.
Mohammad Askarizadeh, Abolfazl Javidian, Masoumeh Zare, Kim Khoa Nguyen. 2021 « Convergence analysis of gravity-based clustering (GBC) algorithm ». IEEE Symposium Series on Computational Intelligence (SSCI) (Orland, FL, USA, Dec. 05-07, 2021) Institute of Electrical and Electronics Engineers Inc.
Mohammadmahdi Ghorbani, Fereydoun Farrahi Moghaddam, Mengyuan Zhang, Makan Pourzandi, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « DistAppGaurd: Distributed application behaviour profiling in cloud-based environment ». ACSAC: Annual Computer Security Applications Conference (En ligne, Dec. 06-10, 2021) Association for Computing Machinery
Tai Manh Ho, Kim Khoa Nguyen. 2021 « Deep Q-learning for joint server selection, offloading, and handover in multi-access edge computing ». IEEE International Conference on Communications (ICC) (En ligne, June 14-23, 2021) Institute of Electrical and Electronics Engineers
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Energy-aware Control of UAV-based Wireless Service Provisioning ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Ti Ti Nguyen, Kim-Khoa Nguyen, Mohamed Cheriet. 2021 « Deep reinforcement learning for URLLC in 5G mission-critical cloud robotic application ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc.
Mostafa Hussien, Mohammed F. A. Ahmed, Ghassan Dahman, Kim Khoa Nguyen, Mohamed Cheriet, Gwenael Poitau. 2021 « Towards more reliable deep learning-based link adaptation for WiFi 6 ». IEEE International Conference on Communications (ICC) (En ligne, June 14-23, 2021) Institute of Electrical and Electronics Engineers
Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Fault-tolerant 1-bit representation for distributed inference tasks in wireless IoT ». 17th International Conference on Network and Service Management (CNSM) (Izmir, Turkey, Oct. 25-29, 2021) Institute of Electrical and Electronics Engineers Inc.
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Flexible ethernet traffic restoration in multi-layer multi-domain networks ». IEEE International Conference on Communications (ICC) (En ligne, June 14-23, 2021) Institute of Electrical and Electronics Engineers
Fatma Mtibaa, Kim Khoa Nguyen, Vasken Dermardiros, Mohamed Cheriet. 2021 « Online genetic-algorithm-based model predictive control framework for multi-zone buildings ». European Control Conference (ECC) (Delft, Netherlands, June 29-July 02, 2021) Institute of Electrical and Electronics Engineers Inc.
Ti Ti Nguyen, Kim-Khoa Nguyen. 2021 « Anti-Jamming in Cell Free mMIMO systems ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc.
Thinh Duy Tran, Brigitte Jaumard, Huy Duong, Kim-Khoa Nguyen. 2021 « Joint service function chain embedding and routing in cloud-based NFV: A deep Q-Learning based approach ». IEEE 4th 5G World Forum (5GWF) (Montreal, QC, Canada, Oct. 13-15, 2021) IEEE
Cheng Cheng Zhang, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Routing and packet scheduling for virtualized disaggregate functions in 5G O-RAN fronthaul ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc.
Johnny Choque, Ramon Aguero, Zbigniew Kopertowski, Kim Khoa Nguyen, Arturo Medela, Esteban Municio, Johann M. Marquez-Barja, Jaroslaw Domaszewicz, Andrzej Bak, Jeong Hyop Lee, Seongsu Noh, Luis Munoz. 2020 « FLEXNET: Flexible Networks for IoT based services ». International Symposium on Wireless Personal Multimedia Communications (WPMC) (Okayama, Japan, Oct. 19-26, 2020) IEEE Computer Society
Do Dang, Xuan Tung Hoang, Mai Tran, Kim-Khoa Nguyen. 2020 « Optimization of IoT Service Deployment in Multi-Layered Cloud-Fog Environment ». IEEE Global Communications Conference GLOBECOM 2020 - Proceedings (Taipei, Taiwan, Dec. 07-11, 2020) Institute of Electrical and Electronics Engineers Inc.
Foroutan Fami, Chuan Pham, Kim Khoa Nguyen. 2020 « Towards IoT slicing for centralized WLANs in enterprise networks ». International Symposium on Networks, Computers and Communications (ISNCC) (Montreal, QC, Canada, Oct. 20-22, 2020) IEEE
Mohammad Mahdi Ghorbani, Fereydoun Farrahi Moghaddam, Mengyuan Zhang, Makan Pourzandi, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Malchain: Virtual application behaviour profiling by aggregated microservice data exchange graph ». 12th IEEE International Conference on Cloud Computing Technology and Science (CloudCom) (Bangkok, Thailand, Dec. 14-17, 2020) IEEE Computer Society
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Hierarchical path computation with flexible ethernet in multi-layer multi-domain networks ». IEEE Symposium on Computers and Communications (ISCC) (Rennes, France, July 07-10, 2020) Institute of Electrical and Electronics Engineers Inc.
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Joint optimization of routing and flexible ethernet assignment in multi-layer multi-domain networks ». 29th International Conference on Computer Communications and Networks (ICCCN) (Honolulu, HI, USA, Aug. 03-06, 2020) Institute of Electrical and Electronics Engineers Inc.
Van Quyen Ngo, Kamal Al-Haddad, Kim Khoa Nguyen. 2020 « Particle swarm optimization - model predictive control for microgrid energy management ». Zooming Innovation in Consumer Technologies Conference (ZINC) (En ligne, May 26-27, 2020) Institute of Electrical and Electronics Engineers Inc.
Van Quyen Ngo, Kim Khoa Nguyen, Kamal Al-Haddad. 2020 « Optimal dynamic pricing and rewarding for electric vehicle charging scheme in high penetration photovoltaic microgrid ». 46th Annual Conference of the IEEE Industrial Electronics Society (IECON) (Singapore, Singapore, Oct. 18-21, 2020) IEEE
Chuan Pham, Duong Tuan Nguyen, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Learning framework for IoT services chain implementation in edge cloud platform ». IEEE International Conference on Communications (ICC) (Dublin, Ireland, June 07-11, 2020) IEEE
Jananjoy Rajkumar, Pham Chuan, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Optimization of application deployment delay with efficient task scheduling in cloud-based smart home platform ». Zooming Innovation in Consumer Technologies Conference (ZINC) (Novi Sad, Serbia, May 26-27, 2020) IEEE
Njakarison Menja Randriamasinoro, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « A Non-Cooperative transportation game to optimize resource allocation in edge-cloud environment ». International Symposium on Networks, Computers and Communications (ISNCC) (Montreal, QC, Canada, Oct. 20-22, 2020) IEEE
Cheng Cheng Zhang, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet. 2020 « Routing and packet scheduling in LoRaWANs-EPC integration network ». IEEE Global Communications Conference GLOBECOM 2020 - Proceedings (Taipei, Taiwan, Dec. 07-11, 2020) IEEE
Sadegh Aghabozorgi, Abdolkhalegh Bayati, Kim-khoa Nguyen, Charles Despins, Mohamed Cheriet. 2019 « Toward predictive handover mechanism in software-defined enterprise Wi-Fi networks ». IEEE Sustainability through ICT Summit (StICT) (Montreal, QC, Canada, June 18-19, 2019) Institute of Electrical and Electronics Engineers Inc.
Mohamed Ghazi Amor, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet. 2019 « Optimized flow assignment in a multi-interface IoT gateway ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) IEEE
Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2019 « Dynamic QoS-aware queuing for heterogeneous traffic in smart home ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) Institute of Electrical and Electronics Engineers Inc.
Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Embedding multiple-step-ahead traffic prediction in network energy efficiency problem ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) IEEE
Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Greening the network using traffic prediction and link rate adaptation ». IEEE Sustainability through ICT Summit (StICT) (Montreal, QC, Canada, June 18-19, 2019) Institute of Electrical and Electronics Engineers Inc.
Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2019 « Concurrent traffic queuing game in smart home ». 15th International Conference on Network and Service Management (CNSM) (Halifax, NS, Canada, Oct. 21-25, 2019) Institute of Electrical and Electronics Engineers Inc.
Ngoc Hai Bui, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet. 2019 « Energy efficient software update mechanism for networked iot devices ». IEEE Global Communications Conference (GLOBECOM) (Waikoloa, HI, USA, Dec. 09-13, 2019) IEEE
Ngoc Hai Bui, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Energy efficient scheduling for networked IoT device software update ». 15th International Conference on Network and Service Management (CNSM) (Halifax, NS, Canada, Oct. 21-25, 2019) IEEE
Nassim Haddaji, Kim-Khoa Nguyen, Mohamed Cheriet. 2019 « TCO game in 5G multi-tenant Virtualized Mobile BackHaul (V-MBH) network ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) IEEE
Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « SACO: A service chain aware SDN controller-switch mapping framework ». 15th International Conference on Network and Service Management (CNSM) (Halifax, NS, Canada, Oct. 21-25, 2019) IFIP
Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Virtual network function placement in IoT network ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) IEEE
Phuong Hanh Du, Hai Chau Nguyen, Kim Khoa Nguyen, Ngoc Hoa Nguyen. 2018 « An efficient parallel algorithm for computing the closeness centrality in social networks ». Proceedings of the Ninth International Symposium on Information and Communication Technology (Danang City, Viet Nam, Dec. 6-7, 2018) ACM
Chuan Pham, Duong Tuan Nguyen, H. Tran Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « Dynamic controller/switch mapping in virtual networks service chains ». 2018 IEEE Global Communications Conference (GLOBECOM) (Abu Dhabi, United Arab Emirates, Dec. 9-13, 2018) IEEE
Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « An approximation mechanism for elastic IoT application deployment ». 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) (New York City, NY, USA, Nov. 08-10, 2018) IEEE
Njakarison Menja Randriamasinoro, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « Optimized resource allocation in edge-cloud environment ». 2018 Annual IEEE International Systems Conference (SysCon) (Vancouver, BC, Canada, Apr. 23-26, 2018) IEEE
Meriem Amina Si Saber, Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « Featuring Real-Time imbalanced network traffic classification ». 2018 IEEE Confs on Internet of Things, Green Computing and Communications, Cyber, Physical and Social Computing, Smart Data, Blockchain, Computer and Information Technology, Congress on Cybermatics (Halifax, NS, Canada, July 30-Aug. 3, 2018) IEEE
Duong Tuan Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2017 « Optimized IoT service orchestration ». IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) (Montreal, QC, Canada, Oct. 8-13, 2017) IEEE
Marc-Olivier Arsenault, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2016 « Session based communication for vital machine to machine applications ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-14, 2015) Springer
Abdolkhalegh Bayati, Vahid Asghari, Kim Nguyen, Mohamed Cheriet. 2016 « Gaussian process regression based traffic modeling and prediction in high-speed networks ». IEEE Global Communications Conference (GlobeCom) (Washington, DC, USA, Dec. 04-08, 2016) IEEE
Thomas Dandres, Reza Farrahi Moghaddam, Kim Nguyen, Yves Lemieux, Mohamed Cheriet, Rejean Samson. 2016 « Applications and challenges of life cycle assessment in the context of a green sustainable telco cloud ». Smart City 360 - First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) Springer Verlag
Thomas Dandres, Rejean Samson, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2016 « The green sustainable telco cloud: Minimizing greenhouse gas emissions of server load migrations between distributed data centres ». International Workshop on Green ICT and Smart Networking (GISN 2016) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) IEEE
Meryem Elbaham, Kim Khoa Nguyen, Mohamed Cheriet. 2016 « A traffic visualization framework for monitoring large-scale inter-datacenter network ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) IEEE
Duong Tuan Nguyen, Kim Khoa Nguyen, Saida Khazri, Mohamed Cheriet. 2016 « Real-time optimized NFV architecture for internetworking WebRTC and IMS ». International Telecommunications Network Strategy and Planning Symposium (Networks) (Montreal, QC, Canada, Sept. 26-28, 2016) IEEE
Pascal Potvin, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2016 « Hyper heterogeneous cloud-based IMS software architecture: A proof-of-concept and empirical analysis ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) Springer
Pascal Potvin, Mahdy Nabaee, Fabrice Labeau, Kim-Khoa Nguyen, Mohamed Cheriet. 2016 « Micro Service cloud computing pattern for next generation networks ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) Springer International Publishing
Ana Carolina Riekstin, Thomas Dandres, Kim Khoa Nguyen, Réjean Samson, Mohamed Cheriet. 2016 « Monitoring and measurement system for green operation of geographically distributed ICT services ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) IEEE
Pascal Potvin, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2015 « Hyper heterogeneous cloud-based IMS software architecture : a proof-to-concept and empirical analysis ». International Conference on Smart Sustainable City Technologies : S2CT2015 Soft Proceedings (Toronto, ON, Canada, Oct. 13-14, 2015) ICST
Pascal Potvin, Mahdy Nabaee, Fabrice Labeau, Kim-Khoa Nguyen, Mohamed Cheriet. 2015 « Micro service cloud computing pattern for next generation networks ». International Conference on Smart Sustainable City Technologies : S2CT2015 Soft Proceedings (Toronto, ON, Canada, Oct. 13-14, 2015) ICST
T. Dandres, R. Farrahi Moghaddam, K.-K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014 « Real-time optimization of a Green Sustainable Telco Cloud network of servers using consequential life cycle assessement ». Society and Materials International Conference (SAM8), Liège, Belgium (2014) (Liège, Belgium, May 21-22, 2014)
E. Maurice, T. Dandres, R. Farrahi Moghaddam, K. K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014 « Carbon footprint reduction of a cloud computing service using a predictive dynamic LCA model ». Society and Materials International Conference (SAM8) (Liège, Belgium, May 21-22, 2014)
Elsa Maurice, Thomas Dandres, Réjean Samson, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014 « Modelling of electricity mix in temporal differentiated life-cycle-assessment to minimize carbon footprint of a cloud computing service ». ICT for Sustainability 2014, ICT4S 2014 (Stockholm, Sweden, Aug. 24-27, 2014) Atlantis Press
N. Vandromme, T. Dandres, G. Obrekht, A. Wong, R. Farrahi Moghaddam, K.-K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014 « Coupling partial energy model with Consequential Life Cycle Analysis in order to evaluate the long-term Impacts of the implantation of data-centers in Canada ». Society and Materials International Conference (SAM8), Liège, Belgium (2014) (Liège, Belgium, May 21-22, 2014)
Nathan Vandromme, Thomas Dandres, Elsa Maurice, Réjean Samson, Saida Khazri, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014 « Life cycle assessment of videoconferencing with call management servers relying on virtualization ». ICT for Sustainability 2014, ICT4S 2014 (Stockholm, Sweden, Aug. 24-27, 2014) Atlantis Press
R. Gadhgadhi, Kim-Khoa Nguyen, Mohamed Cheriet. 2012 « Automated intrusion attack with permanent control: analysis and countermeasures ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE
Fereydoun Farrahi Moghaddam, Mohamed Cheriet, Kim Khoa Nguyen. 2011 « Low carbon virtual private clouds ». IEEE International Conference on Cloud Computing (CLOUD) (Washington, DC, USA, July 4-9, 2011) Institute of Electrical and Electronics Engineers
Abdelhamid Daouadji, Kim Khoa Nguyen, Mathieu Lemay, Mohamed Cheriet. 2010 « Ontology-based resource description and discovery framework for low carbon grid networks ». First IEEE International Conference on Smart Grid Communications (SmartGridComm) (Gaithersburg, Maryland, Oct. 4-6, 2010) Institute of Electrical and Electronics Engineers