High Performance Data Analytics

Project Details

Project Lead
Ariful Azad 
Project Manager
Ariful Azad 
Project Members
Zhixiang Gu, James Dumas  
Institution
Indiana University , Intelligent Systems Engineering  
Discipline
Computer Science (401) 

Abstract

This project will be used to develop high-performance graph and machine learning algorithms. We will develop and test new algorithms. At the same time, we will use this project to solve large-scale data analysis tasks using existing and newly developed software.

Intellectual Merit

We will develop algorithms and tools to extract high performance from multi-core processors and distributed clusters.

Broader Impacts

This project will educate students to develop HPC software fro modern computing platforms. The software developed in this project will be able to solve important problems in Biology and Chemistry.

Scale of Use

Initially, our team will this system for small scale testing and debugging. We will then run bigger problems on few nodes.