The program aims to provide students with the scientific fondations necessary for the design of autonomous systems, i.e., systems capable of self-management, self-organization, self-protection, and self-optimization. From a scientific perspective, the objective is to present the necessary knowledge regarding performance models (automata, Petri nets, queues, etc.); optimization methods (game theory, multi-criteria optimization including energy, etc.); formal methods for design, verification, and testing; artificial intelligence (machine learning, reinforcement learning, multi-agent systems, etc.).
Information
Skills
- Master the basic concepts of computer systems.
- Describe the functional requirements of computer systems in specifications.
- Apply basic concepts to propose architectural and technical solutions.
- Analyze the operation of complex computer systems.
- Propose innovative solutions.
- Justify technical and technological choices.
Objectives
.The Master's degree trains specialists capable of designing and optimizing autonomous, intelligent, and distributed computing systems. It prepares students for careers as systems architects, research and development engineers, or researchers.
Career Opportunities
Career prospects
Après un Master ou Master + Doctorat : chercheur ou enseignant-chercheur
Après un Master ou Master + Doctorat : ingénieur (R&D, contrôle, production…)
Chef de projet
Ingénieur de recherche
Ingénieur de recherche ou d'études
ingénieur d'études
Ingénieur.e recherche & développement
Further Study Opportunities
Chargé·e d’études
Chef·fe de projet/de mission
Chercheur/chercheuse en R&D ou expert·e en modélisation et analyse de données dans des entreprises ou laboratoires de pointe.
Data Scientist, Data Analyst, Ingénieur·e en Machine Learning dans des secteurs innovants (tech, finance, santé, énergie, etc.) ;
Doctorat
Thèse de doctorat
Fees and scholarships
The amounts may vary depending on the programme and your personal circumstances.
Capacity
Available Places
Target Audience and Entry Requirements
The Master 2 is accessible to students holding the Computer Network Systems M1 and, upon consideration of their file, to students holding an M1 in Informatics, an undergraduate degree (over 4 years) or Master's degree in Computer Science, an M2 in foreign Computer Science, or an engineering degree with a substantial informatics component. All applications are reviewed by the admissions panel.
Application Period(s)
From 01/01/2026 to 15/02/2026
Supporting documents
Compulsory supporting documents
Rank of previous year and size of the promotion.
Copy diplomas.
Motivation letter.
All transcripts of the years / semesters validated since the high school diploma at the date of application.
Curriculum Vitae.
Detailed description and hourly volume of courses taken since the beginning of the university program.
Additional supporting documents
2nd letter of recommendation (compulsory for candidates who have already been enrolled in higher education in France before).
Letter of recommendation (compulsory for candidates who have already been enrolled in higher education in France before).
Referring contact information (compulsory for non-international applicants).
Certificate of English level.
Certificate of French (compulsory for non-French speakers).
VAP file (obligatory for all persons requesting a valuation of the assets to enter the diploma).
The application procedure, which depends on your nationality and your situation is explained here : https://urlz.fr/i3Lo.
Supporting documents :
- Residence permit stating the country of residence of the first country
- Or receipt of request stating the country of first asylum
- Or document from the UNHCR granting refugee status
- Or receipt of refugee status request delivered in France
- Or residence permit stating the refugee status delivered in France
- Or document stating subsidiary protection in France or abroad
- Or document stating temporary protection in France or abroad.