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Towards Utilizing GPUs in Information Visualization

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Niklas Elmqvist
Niklas Elmqvist

Presentation from IEEE InfoVis 2009 (given by Bryan McDonnel).

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Towards Utilizing GPUs in Information Visualization: A Model and Implementation of Image-Space Operations Bryan McDonnel Niklas Elmqvist
GPUVis ,[object Object],[object Object],[object Object]
MOTIVATION GPUVis
The Rise of the GPU ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Early S3 graphics card NVidia GTX 285 & 295
General Purpose GPU computing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
GPUs for Scientific Visualization ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Scout: A Hardware-Accelerated System for Quantitatively Driven Visualization and Analysis – McCormick et al. 2004
GPUs for Information Visualization ,[object Object],[object Object],[object Object],[object Object],[object Object],Revealing structure in visualizations of dense 2D and 3D parallel coordinates – J. Johansson et al. 2006
METHOD GPUVis
Image-Space Visualization Operations (IVOs) ,[object Object],[object Object],[object Object]
IVO Model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
IVO Components ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Composing IVOs
IMPLEMENTATION GPUVis
GPU Shader Programming Model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Shaders as IVOs ,[object Object],[object Object],[object Object],[object Object]
Visualization Application ,[object Object],[object Object]
Visualization Application ,[object Object],[object Object]
Visual IVO Editor ,[object Object],[object Object],[object Object]
DEMO GPUVis
Results ,[object Object],[object Object],[object Object],[object Object],Visualization OpenGL GPUVis Scatter plot 69.5 77.5 Node-link 19.9 68.0 Treemap 89.8 99.8
Summary and Future Work ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Questions? [email_address] [email_address]

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