UI Architecture for High-Interactivity Data Visualization Tools for Large Datasets
Author(s): Nishant Shrivastava
Publication #: 2506019
Date of Publication: 13.06.2025
Country: USA
Pages: 1-4
Published In: Volume 11 Issue 3 June-2025
DOI: https://doi.org/10.5281/zenodo.15658024
Abstract
As modern engineering, scientific, and analytics workflows increasingly rely on the exploration and interpretation of large-scale datasets, the demand for responsive, high-interactivity data visualization tools has grown significantly. This paper presents a reference UI architecture optimized for high-interactivity scenarios in large dataset environments, such as those encountered in autonomous vehicle development, aerospace simulations, and financial modeling. We describe architectural principles, interaction patterns, performance optimizations, and modular design strategies that facilitate scalable and maintainable UI systems. Case studies and implementation details from the Simulation Data Inspector (SDI), a tool developed at MathWorks, are used to illustrate key concepts.
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