Code
IGSF NET 4202
Niveau
M1
Graduate
Graduate
Semestre
Fall
Domaine
Réseaux
Programme
Programme Ingénieur
Langue
Anglais/English
Crédits ECTS
2,5
Heures programmées
25
Charge de travail
20 h
Coordonnateur(s)
Département
- Réseaux et Services Multimédia Mobiles
Organisation
Cours/TD/TP/projet/examen : Cours/TD-TP/projet/examen : 22h / 3 h / 10h / 0hAcquis d'apprentissage
The students will acquire these capabilities:
- Explain and understand the basic principle of smart computing and service development
- Understanding of what AI and distributed system techniques are implied
- Design and development of smart computing services
Compétences CDIO
- 1.2 - Connaissance des principes fondamentaux d'ingénierie
- 1.3 - Connaissances avancées en ingénierie : méthodes et outils
- 2.1 - Raisonnement analytique et résolution de problèmes
- 2.3 - Pensée systémique
- 4.3 - Ingénierie des systêmes : conception et gestion
- 4.7.4 - Proposer des solutions innovantes (s'ajoute et complète le 4.3.2 et le 4.3.3)
Mots-clés
Internet of Things, Artificial Intelligence, Machine Learning, Data management Digital Twin, Programmability, Application programming Interfaces, Middleware
Contenu
Three Technological pillars will be addressed:
- Distributed computing
What is distributed computing (Algorithms for leader selection, access to shared resources, ...)
Cloud computing, edge computing, and the edge-cloud continuum
Internet of Things and its evolution toward Digital Twin
Future Networks
- Programmability
Application Programming Interfaces (APIs)
Middleware and Platforms
Application design and implementation
- Data Management and Artificial Intelligence
Data Collection, Data Curation, Data Linking
Basics of Machine Learning / Deep Learning, Decision Making, Reasoning
Evolution towards Integrative AI
Situation Awareness
Students will be exposed to some application domains such as:
- Digital Urban space
- Digital Twins and Industrial Internet of Things
- Digital Work and Communities
- Digital Humanity and culture.
Evaluation
The students are requested to design and provide a proof of concept of a simple Use Case of a distributed application addressing issues of one of the presented application domains (or newer ones). During this process, some hours will be devoted to guided work and practical work (TD/TP)
Formule de l'évaluation
The final exam will be based on a Report describing the results and an oral presentation of the work done. It is an evaluation of the TD/TP work carried out by the students.
Approches pédagogiques
Knowledge acquisition through cognitive construction (classroom)
Knowledge consolidation through cognitive reconstruction and transformation (use cases)