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Full-Text Articles in Systems Architecture
Towards Expressive And Versatile Visualization-As-A-Service (Vaas), Tanner C. Hobson
Towards Expressive And Versatile Visualization-As-A-Service (Vaas), Tanner C. Hobson
Doctoral Dissertations
The rapid growth of data in scientific visualization has posed significant challenges to the scalability and availability of interactive visualization tools. These challenges can be largely attributed to the limitations of traditional monolithic applications in handling large datasets and accommodating multiple users or devices. To address these issues, the Visualization-as-a-Service (VaaS) architecture has emerged as a promising solution. VaaS leverages cloud-based visualization capabilities to provide on-demand and cost-effective interactive visualization. Existing VaaS has been simplistic by design with focuses on task-parallelism with single-user-per-device tasks for predetermined visualizations. This dissertation aims to extend the capabilities of VaaS by exploring data-parallel visualization …
Interactive Feature Selection And Visualization For Large Observational Data, Jingyuan Wang
Interactive Feature Selection And Visualization For Large Observational Data, Jingyuan Wang
Doctoral Dissertations
Data can create enormous values in both scientific and industrial fields, especially for access to new knowledge and inspiration of innovation. As the massive increases in computing power, data storage capacity, as well as capability of data generation and collection, the scientific research communities are confronting with a transformation of exploiting the advanced uses of the large-scale, complex, and high-resolution data sets in situation awareness and decision-making projects. To comprehensively analyze the big data problems requires the analyses aiming at various aspects which involves of effective selections of static and time-varying feature patterns that fulfills the interests of domain users. …