Parallel Performance of MDS Dimension Reduction Method

Abstract

Parallel performance analysis of MDS with parallel implementations.

Intellectual Merit

MDS is an useful tool for data visualization, and the parallel implementation of an MDS algorithm is a critical issue to deal with large-scale data visualization.

Broader Impact

Since MDS algorithms use pairwise dissimilarity information as an input, it can be used for visualization of abstract data sets as well as data represented by feature vectors.

Use of FutureGrid

I need a test bed for my research on parallel performance of MDS Dimension Reduction.

Scale Of Use

If possible, I want to use as many nodes as possible for performance study of Parallel MDS Dimension Reduction

Publications


FG-206
Seung-Hee Bae
Indiana University
Active

Keywords

dimension reduction, mds, parallel performance

Timeline

2 years 27 weeks ago