A5084257375- Distributed and Parallel Computing Systems
- Scientific Computing and Data Management
- Data Visualization and Analytics
- Big Data Technologies and Applications
- Research Data Management Practices
- Scientific Research and Philosophical Inquiry
- 3D Modeling in Geospatial Applications
- Data Management and Algorithms
National Research Nuclear University MEPhI
2017-2020
Lomonosov Moscow State University
2020
The article discusses visual analytics, which, according to J. Thomas, is understood as the solution of problems data analysis using a facilitating interactive interface.Today, analytics widely used in various fields -in research, design, management and others, due well-known predisposition people spatial thinking.Despite wide usage, authors, theoretical aspects are not well developed at present, which certainly limiting factor development tools its effective use practice.It declared...
The Interactive Visual Explorer (InVEx) application is designed as a visual analytics tool for Big Data analysis. an integral approach to data analysis, combining methods of intellectual analysis with advanced interactive visualization. One the main objectives InVExis process large samples by decreasing their level detail (LoD).The proposed includes clustering well flexible grouping different parameters, providing exploration from lowest highest details. results and clusterization...
Abstract The ATLAS experiment at the Large Hadron Collider has a complex heterogeneous distributed computing infrastructure, which is used to process and analyse exabytes of data. Metadata are collected stored all stages data processing physics analysis. All metadata could be divided into operational for quasi on-line monitoring, archival study behaviour corresponding systems over given period time (i.e. long-term analysis). Ensuring stability efficiency large-scale systems, such as those in...