Reconfigurable Visual Computing Architecture for Extreme Scale Visual Analytics

Abstract

Major advancements in computational and sensor hardware have enormously facilitated the generation and collection of research data by scientists; the volume, velocity, and variety of big data research have increased across all disciplines. A visual analytics platform capable of handling extreme-scale data will enable scientists to visualize unwieldy data in an intuitive manner and guide the development of sophisticated and targeted analytics to obtain useable information. The reconfigurable Visual Computing Architecture (VCA) is an attempt to provide scientists with the ability to analyze the extreme-scale data collected. The reconfigurable VCA requires the research and development of new interdisciplinary technological tools that integrate data, real-time predictive analytics, visualization, and acceleration on heterogeneous computing platforms. The reconfigurable VCA will provide scientists with a streamlined visual analytics tool.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 2018
Accession Number
AD1060337

Entities

People

  • Luis Bravo
  • Simon Su
  • Venkateswara Dasari

Organizations

  • United States Army Research Laboratory

Tags

Communities of Interest

  • Human Systems
  • Materials and Manufacturing Processes
  • Weapons Technologies

DTIC Thesaurus Topics

  • Augmented Reality
  • Big Data
  • Computational Science
  • Computer Architecture
  • Computing System Architectures
  • Data Analysis
  • Data Mining
  • Data Visualization
  • Display Systems
  • Domain Specific Programming Languages
  • Immersive Visualization
  • Information Science
  • Test And Evaluation
  • Three Dimensional
  • Two Dimensional
  • Virtual Reality
  • Visualizations

Readers

  • Database Systems and Applications
  • Enterprise Information Systems Architecture and Joint Command Capability Interoperability Support.
  • Technical Research and Report Writing.