A Performance Prediction Framework for Grid-Based Data Mining Applications ∗ (2008)
Leonid Glimcher, Gagan Agrawal
For a grid middleware to perform resource allocation, prediction models are needed, which can determine how long an application will take for completion on a particular platform or configuration. In...
Parallelizing a Defect Detection and Categorization Application \Lambda (2008)
Leonid Glimcher, Gagan Agrawal, Sameep Mehta, Ruoming Jin, Raghu Machiraju
Abstract This paper presents a case study in creating a parallel and scalable implementation of a scientific data analysis application. We focus on a defect detection and categorization application...
Scaling and Parallelizing a Scientific Feature Mining Application Using a Cluster Middleware (2004)
Leonid Glimcher, Xuan Zhang, Gagan Agrawal
The main observations from our experimental results are as follows: 1) the overhead of using the middleware is quite small in most cases, 2) there is an overhead associated with breaking the datasets...