Ivannikov ISP RAS Open Conference

Data management and information systems

The section is devoted to data management and data analysis (methods and systems for storing and analyzing large volumes of text, graph, multimedia, scientific and other types of data). The topics include:

• Data mining and information extraction.
• Mathematical theory and methods of machine learning and artificial intelligence.
• Mathematical models of processes and phenomena of the real world.
• Computational linguistics, natural language text analysis and understanding.
• Complex networks analysis, including social, communication, biological networks, etc.
• Signal processing and image analysis.
• User-generated content analysis.
• Information retrieval, recommender systems.
• Ontologies and knowledge bases.
• Information systems and technologies.
• Scalable algorithms for data analysis.
• Data analysis applications.
• Data cleaning, heterogeneous data integration, data deduplication.
• Key technologies for private and hybrid clouds creation.
• High-performance computing and other services in clouds.
• Big data ecosystem.
• Distributed databases and Data/Web Mining technologies.
• Software platforms for internet of things.
• Dynamic load balancing in elastic clouds.
• Planning of task flow in cloud data processing centers.
• Orchestration using the OASIS TOSCA standard.

Open source software for continuum mechanics

The section is devoted to the use of open source software in solving continuum mechanics problems (OpenFOAM, Salome, ParaView, DAKOTA etc.) and comparison of developed software with commercial programs. The topics include:

• Turbulent flows modeling.
• Solving adjoined thermal exchange problems.
• Applied hydrodynamics, gas dynamics and aerodynamics problems.
• Development of personal problem solvers and libraries.
• Scientific visualization and processing of numerical results.
• Education based on open packages issues.

CAD systems in microelectronics

The section is devoted to the development of CAD systems in microelectronics and to the usage of open source in real-life projects. The topics include:

• Open-source flows for VLSI design.
• High-level synthesis and system-level design.
• Register transfer level (RTL) synthesis.
• Logic synthesis (logic optimization and technology mapping).
• Physical design (placement and routing).
• Analog and high-frequency circuit design.
• Simulation-based and formal verification.
• Heterogeneous computing systems development.

Linguistic analysis systems

The section is devoted to methods of computer analysis of linguistic material in terms of phonetic, morphological, semantic and syntactic features, as well as the possibilities of comparing languages and dialect data in terms of genetic and areal similarities. Main topics:

• Transcription correctness analysis from the point of view of speech audio recordings analysis in experimental phonetic programs.
• Identification of morphological features, rules of morphemes use semantics with the help of special programs.
• Words semantics analysis in different languages from the point of view of genetic and areal proximity.
• Generic proximity calculation of dialects and languages via phonetic changes.
• Text corpora creation and processing with the help of word combination analysis programs.