Explore and create a new generation of information systems. The program combines software architecture, Big Data, DevOps, data mining and modern research methods to develop scalable and highly loaded digital systems.
Create architectures and technologies for information systems of the future
The program trains researchers capable of developing new methods, models, and architectural solutions for modern information systems. Doctoral students explore complex digital systems, big data processing technologies, software architecture, DevOps, information retrieval, and intelligent data analysis methods.
Special attention is paid to the creation of scalable and highly loaded systems, the integration of intelligent components, the development and experimental evaluation of new architectural and software solutions.
The training is based on independent research work, including the formulation of a scientific problem, the development and testing of new solutions, and the preparation of scientific publications., a research internship and a doctoral thesis.
What you will learn
Formulate current scientific problems in the field of information systems
To develop new methods of designing information systems
Design and evaluate the architecture of complex software systems
Create scalable and high-load digital solutions
Apply and develop DevOps approaches
Process and analyze large amounts of data
Apply data mining and machine learning methods
Design information retrieval systems
Develop intelligent components of information systems
Conduct computational experiments and evaluate the effectiveness of solutions
Generate new scientific ideas and present them to the scientific community
Plan and implement research projects
Учебный план
Что вы будете изучать
From architecture, Big Data, and modern development methods to independent research and doctoral dissertation defense.
1 year
Architecture, data, and scientific training
01
Big Data processing
02
Data Analysis tools
03
Scientific research methods
04
DevOps engineering
05
Information search engines
06
Data mining in IS
07
Theoretical computer Engineering
08
Deep learning methods / Modern management theory / Advanced software architecture / Current problems in forecasting
2 year
Research and testing
01
Independent scientific research
02
Development and experimental verification of architectural, software and analytical solutions
03
Research practice
04
Preparation and publication of scientific results
05
Approbation of the results
06
Work on a doctoral thesis
3 year
Completion of the doctoral research
01
Doctoral student's research work
02
Scientific internship
03
Approbation and publication of research results
04
Generalization and verification of results
05
Preparation of a doctoral thesis
Career
Where graduates work
Graduates develop modern information systems at universities, research centers, R&D departments, and technology companies.
With the accumulation of experience, the graduate can develop in the areas of R&D leadership, architecture of complex information systems, research in the field of distributed and highly loaded systems, Data Engineering and management of scientific and technological projects.
Исследователь информационных систем
Information Systems Researcher
Information Systems Researcher
Systems Architect
Software Architect
Research Engineer
Big Data Researcher
DevOps / High-Load Systems Researcher
R&D Lead
Research Associate
University lecturer and Researcher
Head of research projects
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8D06101
Intelligent systems
Create new methods, models and technologies of artificial intelligence. The program trains researchers in the fields of intelligent systems, machine and deep learning, mining and big data processing. Doctoral students conduct independent research and develop solutions for complex scientific and applied problems.
training of highly qualified scientific, pedagogical and research personnel capable of generating new knowledge, developing and implementing innovative methods, models, algorithms and software and hardware solutions in the field of computer and software engineering.
