M1 Computer and Network Systems
At the Master 1 level, the objective is, on the one hand, to deepen the general training of students in Computer Science through a certain number of classic teaching units (software engineering, advanced algorithms), and on the other hand, to allow them to acquire knowledge specific to the field of the CNS and the M2 courses. This includes the study of complex system models (Petri nets, multi-agent systems), optimization methods (operational research, high-performance computing), formal methods, artificial intelligence (data analysis, machine learning), systems and network administration techniques, as well as associated issues (cryptography and security, protocols, advanced networks).
Formaliser un problème en vue de sa résolution informatique.
The first year of the CNS (Computer and Network Systems) program of the Master's in Computer Science is divided into two sub-programs: SA (for Autonomic Systems) and SR (for Networked Systems). The first focuses on the conceptual aspects of autonomous systems, which requires skills in AI, formal systems, algorithms, and programming. The second focuses on the architectural and control aspects of these systems, requiring skills in the design and management of networked systems. The M1 leads to three distinct programs in M2: the M2 CNS-SA, the M2 CNS-SR, and an M2 CNS International Track hosting incoming or outgoing students.
Le Master 1 CNS permet d'accéder naturellement aux deux sous-parcours du Master 2 CNS. Néanmoins, le Master 1 est suffisamment généraliste pour que les étudiants qui le souhaitent puissent candidater dans d'autres Master 2 en Informatique.
The Master 1 is naturally accessible to students holding a Bachelor in Computer Science, or the first year of a Master in Computer Science (e.g., in the case of foreign students wishing to continue their studies in France). The access to the Master 1 is not natural for students who already have a Master in Computer Science: We encourage their applications in Master 2 directly. All the applications are studied by the admissions jury anyway.
Several projects are to be carried out during the year, allowing an introduction to Computer Science Research (TER), the development of expert skills (systems and network administration projects), or the acquisition of soft skills (training around Sustainable Development). An internship at the end of M1 is possible but does not give rise to an assessment.
Non
En sortie de Master 1, tous les étudiants ont tous travaillé sur les systèmes et les applications répartis : modélisation, algorithmique, programmation, sécurité. Ceux qui ont suivi le sous-parcours Systèmes Autonomiques ont également des connaissances plus théoriques en IA (systèmes multi-agents, analyse de données, machine learning) et en méthodes formelles, et mené un premier travail important d'initiation à la Recherche (TER). Ceux qui ont suivi le sous-parcours Systèmes en Réseau ont des connaissances plus pointues en réseaux, et une pratique conséquente de l'administration des systèmes et des réseaux (projets encadrés).
Informatique, Biologie Intégrative & Systèmes Complexes.
Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux.
The schedule will be posted shortly.
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Rank of previous year and size of the promotion.
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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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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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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.