Code
IGSF NET 4202
Level
M1
Graduate
Graduate
Semester
Fall
Domain
Réseaux
Program
Programme Ingénieur
Language
Anglais/English
ECTS Credits
2,5
Class hours
25
Workload
20 h
Program Manager(s)
Department
- Réseaux et Services Multimédia Mobiles
Organisation
Cours/TD/TP/projet/examen : Cours/TD-TP/projet/examen : 22h / 3 h / 10h / 0hLearning objectives
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
CDIO Skills
- 1.2 - Core engineering fundamental knowledge and other disciplines
- 1.3 - Advanced engineering fundamental knowledge, methods and tools
- 2.1 - Analytical reasoning and problem solving
- 2.3 - System thinking
- 4.3 - Design and management of systems engineering
- 4.7.4 - Creating New Solution Concepts (which builds on and expands 4.3.2 AND 4.3.3)
Keywords
Internet of Things, Artificial Intelligence, Machine Learning, Data management Digital Twin, Programmability, Application programming Interfaces, Middleware
Content
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)
Assessment formula
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.
Pedagogical methods
Knowledge acquisition through cognitive construction (classroom)
Knowledge consolidation through cognitive reconstruction and transformation (use cases)