LDA_GPU

Abstract

This project investigates a scalable GPU-based solution for author-topic model LDA algorithm. This work will be applied to publication data and analyzing the hidden topic model related to documents, words and authors.

Intellectual Merit

The outcome will support analyzing patents or domain-specific corpus.

Broader Impact

The result will provide data analysis service to the library science community.

Use of FutureGrid

To implement and test a LDA_GPU algorithm.

Scale Of Use

2 - 4 GPU nodes

Publications


FG-444
Zhenghao Gu
Judy Qiu
indiana university
Active

Keywords

Timeline

14 weeks 5 days ago