M2 Computer and Network Systems (CNS)-Systèmes Autonomiques (SA)
.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.
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.).
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.
Research and development projects related to subjects in fields addressed during lectures will be proposed.
A mandatory internship is also proposed during the 2nd semester.
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Le détail des droits d'inscription et le montant sont détaillés sur notre site web. Attention, le montant de la formation dépend de la formation choisie et de votre situation.
The schedule will be posted shortly.
From 01/05/2026 to 15/06/2026
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Rank of previous year and size of the promotion.
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Copy diplomas.
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Motivation letter.
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All transcripts of the years / semesters validated since the high school diploma at the date of application.
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Curriculum Vitae.
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Detailed description and hourly volume of courses taken since the beginning of the university program.
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2nd letter of recommendation (compulsory for candidates who have already been enrolled in higher education in France before).
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Letter of recommendation (compulsory for candidates who have already been enrolled in higher education in France before).
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Referring contact information (compulsory for non-international applicants).
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Certificate of English level.
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Certificate of French (compulsory for non-French speakers).
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VAP file (obligatory for all persons requesting a valuation of the assets to enter the diploma).
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The application procedure, which depends on your nationality and your situation is explained here : https://urlz.fr/i3Lo.
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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.