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projects:year1:12.5

12.5 - Real-Time Analysis and Visualization of Multi-Dimensional Sensor Data

Project - Summary

Objectives:

The project team has worked towards three objectives (1) An end-to-end scalable visual analytic framework was developed to support high volume sensor data processing, analysis and visualization, (2) Distributed sensor data stream processing and analysis techniques were developed and implemented on the proposed system, and (3) A Novel 3D visual exploration interface were developed using VR Methods and consume-level devices to improve interactivity with the system.

Project - Team

Team Member Role Email Phone Number Academic Site/IAB
Raju Gottumukkala PI Not available Not available UL Lafayette
Chaomei Chen Site Coordinator Not available Not available Drexel
Chrisoph Borst Researchers Not available Not available UL Lafayette
Jian Chen Researchers Not available Not available UL Lafayette
Ryan Benton Researchers Not available Not available UL Lafayette
Sivarama Krishna Venna Graduate Student Not available Not available UL Lafayette
Jessie Castille Graduate Student Not available Not available UL Lafayette
Shaaban Radwan Graduate Student Not available Not available UL Lafayette
Mores Pratchu Graduate Student Not available Not available UL Lafayette

Project - Impact and Uses/Benefits

The model & framework are applicable to multiple application domains with spatiotemporal data streams such as forecasting vehicle traffic, network traffic, and financial applications. Moreover, the distributed framework can be extended to handle clickstreams, social media streams and machine logs. New interaction techniques potentially improve usability and success of visualization systems. The focus on emerging consumer-level hardware supports broad deployment and is aligned with anticipated future visualization trends. The software deliverables support future CVDI projects.

Project - Deep Dive

Project - Documents

FilenameFilesizeLast modified
12.5_year_1_final_project_report_combined.pdf2.0 MiB2019/08/22 10:07
projects/year1/12.5.txt · Last modified: 2019/08/22 10:01 by sally.johnson