Another Word For It Patrick Durusau on Topic Maps and Semantic Diversity

August 9, 2014

DSL for Distributed Heterogeneous Systems

Filed under: Distributed Systems,DSL,Heterogeneous Programming — Patrick Durusau @ 3:57 pm

A Domain-Specific Language for Volume Processing and Visualization on Distributed Heterogeneous Systems

From the webpage:

As the size of image data from microscopes and telescopes increases, the need for high-throughput processing and visualization of large volumetric data has become more pressing. At the same time, many-core processors and GPU accelerators are commonplace, making high-performance distributed heterogeneous computing systems affordable. However, effectively utilizing GPU clusters is difficult for novice programmers, and even experienced programmers often fail to fully leverage the computing power of new parallel architectures due their steep learning curve and programming complexity.

In this research, we propose a new domain-specific language for volume processing and visualization on distributed heterogeneous computing systems, called Vivaldi (VIsualization LAnguage for DIstributed sytstems). Vivaldi’s Python-like grammar and parallel processing abstractions provide flexible programming tools for non-experts to easily write high-performance parallel computing code. Vivaldi provides commonly used functions and numerical operators for customized visualization and high-throughput image processing applications. We demonstrate the performance and usability of Vivaldi on several examples ranging from volume rendering to image segmentation.

A paper has been accepted for presentation at VIS2014. (9-14 November 2014, Paris)

I don’t have any other details but will keep looking.

I first saw this in a tweet by Albert Swart.

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