LDA_GPU

Project Information

Discipline
Computer Science (401) 
Orientation
Research 
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 Impacts

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

Project Contact

Project Lead
Zhenghao Gu (guzh) 
Project Manager
Judy Qiu (xqiu) 

Resource Requirements

Hardware System
  • delta (GPU Cloud)
 
Use of FutureGrid

To implement and test a LDA_GPU algorithm.

Scale of Use

2 - 4 GPU nodes

Project Timeline

Submitted
07/02/2014 - 15:28 
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