Master in Computer Networks and IoT Systems – Cnam, Paris, France

Master in Computer Networks and IoT Systems – Cnam, Paris, France

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Alumni Testimonials – Thierry N’Kouka, Ali Moheed Kayani

Thierry N’Kouka, Ali Moheed Kayani, Marie-Louis Paris 2024 graduates, now Ph.D. students at CEDRIC-ROC, deliver their testimonial (in French):

Thierry N’Kouka testimonial article

Portrait de Thierry N’Kouka, ancien auditeur du master

Publications
Metadata

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Nom : Thierry Isaac N’kouka

IdHAL : thierry-nkouka

Domains

Computer Science [cs]/Emerging Technologies [cs.ET]1
Computer Science [cs]/Networking and Internet Architecture [cs.NI]1
Computer Science [cs]1

Keywords

5G mobile communication Accuracy Artificial intelligence Data models Information System Predictive models QoS Reliability Resource management Security Systems operation Telecommunication traffic User

5G mobile communication1

Artificial intelligence1

Information System1

Predictive models1

Resource management1

Systems operation1

Telecommunication traffic1

Authors

user

Lemoine Frédéric2

user

N’kouka Thierry Isaac2

user

Aubonnet Tatiana2

user

Simoni Noëmie2

user

user

user

user

user

Dupré Bernard1

user

user

Affiliated authors

Journals

Year of production

Institutions

Ecole Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise2

Conservatoire National des Arts et Métiers [Cnam]2

Télécom Paris1

Cadzow Communications Consulting1

Commissariat à l'énergie atomique et aux énergies alternatives1

Télécom ParisTech1

Association française des utilisateurs de télécommunications1

Laboratories

Centre d'études et de recherche en informatique et communications2

Laboratoire d'Intégration des Systèmes et des Technologies1

Laboratoire Traitement et Communication de l'Information1

Departments

Département Informatique et Réseaux1

Research team

CEDRIC. Réseaux et Objets Connectés2

Réseaux, Mobilité et Services1

2 documents

Conference papers1 document

Thierry Isaac N’kouka, Tatiana Aubonnet, Frédéric Lemoine, Mounir Kellil, Noëmie Simoni. Traffic Prediction Improvement in 5G and beyond: AI and Self-Controlled Components. 2025 12th IFIP International Conference on New Technologies, Mobility and Security (NTMS), Jun 2025, Paris, France. pp.213-216, ⟨10.1109/NTMS65597.2025.11076981⟩. ⟨hal-05172767⟩

Reports1 document

Tatiana Aubonnet, Alex Cadzow, Scott Cadzow, Mauro Dragoni, Bernard Dupré, et al.. User-Centric Approach in the digital ecosystem. The User Information System and Smart Customized Services. ETSI TR 104 027, European Telecommunications Standards Institute (ETSI). 2025. ⟨hal-05357842⟩

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Ali Moheed Kayani testimonial article

Moheed-Ali Kayani

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Alumni Testimonials – Thierry N’Kouka, Ali Moheed Kayani

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Teachers' publications

MetaLore: learning to orchestrate communication and computation for metaverse synchronization
Shared Responsibility in Multi-Tenant Microcontrollers
Randomness is good enough in DAG-based Federated Learning
The Multi-controller Model in Cloud Management
ORCA: Unveiling Obscure Containers In The Wild
FLAIR: Distributed Federated Learning with Dynamic Clustering
TinyML as a Service on Multi-Tenant Microcontrollers
Leveraging Graph Neural Networks for Attack Detection in IoT Systems
Deep Q-ICAN: A Deep Reinforcement Learning-based Approach for Real-time CPA Attack Detection and Mitigation in NDN Architecture
Enhancing Security and Privacy in 5G Bubbles with Zero-Knowledge Proofs: A Comparative Analysis
Towards a Secure Modular Drone-Based Hardware Architecture for IoT-Enabled Traffic Safety in Intelligent Transportation Systems
Unsupervised Deep Learning for Behavioral and Quality Anomaly Detection in 5G Networks: Early Methods and Challenges
Non-Terrestrial Disaggregated RAN: Prospective Architectures and Performance Insights
Exploiting Internet's Shadow Areas for Stealth Interception BGP Hijack at Internet Exchange Points
Comment se rassembler (avec certitude) quand on est confus et désorienté
Les étoiles montantes de l'apprentissage distribué
Des noeuds anonymes hissés au rang de stars
Rendez-vous au Point-Dont-On-Ne-Doit-Pas-Calculer-Les-Coordonnées
Deterministic Color-optimal Self-stabilizing Semi-synchronous Gathering: a Certified Algorithm
Energy Optimization for Multi-Band Cellular Networks: A Traffic Prediction-Based Strategy
Comparative E2E Performance Analysis of O-RAN Designs in a 5G Standalone Testbed
Data-driven Energy Optimization in Mobile Networks with User Experience Guarantees
DREAM: Dual foREcAsting Model for Network Anomaly Detection
GNN graph structures in network anomaly detection
Timing of inversion of the Weald–Boulonnais basin inferred from calcite U–Pb geochronology of brittle structures along the Opal Coast, northern France
Molecular diagnosis of kidney allograft rejection based on the Banff Human Organ Transplant gene panel: a multicenter international study
HEAL: Resilient and Self-* Hub-Based Learning
Timing of Contractional Stress Propagation, From the Pyrenean Orogen to the Intraplate Domain, Evidenced by U‐Pb Dating of Syn‐Kinematic Calcite
Pactole
On flexible association and placement in disaggregated RAN designs
The PLATO Mission
Section 06 Sciences de l’information : fondements de l’informatique, calculs, algorithmes, représentations, exploitations
HEAL: Resilient and Self-* Hub-based Learning
Secure data traceability for mobile data collectors
Line-rate Botnet Detection with SmartNIC-Embedded Feature Extraction
HEAL: Resilient and Self-* Hub-based Learning
Les vivants et les morts dans la Vallée de la Cèze (Gard) : Projet Collectif de Recherche sur les dynamiques d’occupation humaine à la fin du Néolithique et au début de l’âge du Bronze
FLADxG: Federated Learning Based Anomaly Detection Framework for xG Systems
PSBA-XG: A Publish/subscribe Service-Based Architecture for Beyond 5G Systems
Modelling and approximate approaches to organising horse race schedules

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