Laboratory "Industrial systems of streaming data processing", SPbPU
Bolsunovskaya, Marina Vladimirovna
The Industrial Data Streaming Systems Laboratory is engaged in high-tech research and commercial developments in the field of algorithms and systems for data collection and analysis. The laboratory specializes in creating data collection and processing systems for solving non-standard tasks with the absence of standard solutions, the need to develop new software or hardware components and the requirement to adapt to the existing infrastructure.
The research results are used to create analytical information systems for companies interested in digitalizing business and seeking to use advanced technologies in industry, agriculture, construction, medicine, IT, housing and communal services, etc.
The laboratory's experts work with large amounts of data from diverse sources, such as digital images, laser scanning point clouds, sensor data, and audio data. When creating systems, methods of image mining, machine learning, predictive analytics, mathematical modeling, etc. are used.
- Digital modeling
- Simulation modeling
- Optimization algorithms
- Artificial intelligence
- Machine learning