Parallelizing a Defect Detection and Categorization Application

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by Leonid Glimcher , Gagan Agrawal , Sameep Mehta , Ruoming Jin , Raghu Machiraju

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1 Middleware for data mining applications on clusters and grids – Leonid Glimcher , Ruoming Jin , Gagan Agrawal - 2008
5 Scaling and Parallelizing a Scientific Feature Mining Application Using a Cluster Middleware – Leonid Glimcher, Xuan Zhang, Gagan Agrawal - 2004
13 Communication and memory efficient parallel decision tree construction – Ruoming Jin, Gagan Agrawal
27 Shared Memory Parallelization of Data Mining Algorithms: Techniques, Programming Interface, and Performance – Ruoming Jin, Gagan Agrawal - 2002
Decision tree building on multi-core using FastFlow – Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati - 2013
2 A Performance Prediction Framework for Grid-Based Data Mining Applications ∗ – Leonid Glimcher, Gagan Agrawal
21 PLANET: Massively Parallel Learning of Tree Ensembles with MapReduce – Biswanath P, Joshua S. Herbach, Sugato Basu, Roberto J. Bayardo, Google Inc
A methodology for detailed . . . – Ruoming Jin, Gagan Agrawal - 2004
8 Porting Decision Tree Algorithms to Multicore Using Fastflow – Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati - 2010
14 High-Performance Data Mining with Skeleton-based Structured Parallel Programming – Massimo Coppola, Marco Vanneschi - 2001
10 Hierarchical decision tree induction in distributed genomic databases – Amir Bar-or, Assaf Schuster, Ran Wolff, Daniel Keren
7 A Parallel, Multithreaded Decision Tree Builder – Girija J. Narlikar - 1998
A survey of parallel algorithms for classification – Venu Satuluri - 2007
3 Characterization and Parallelization of Decision Tree Induction – Jeffrey Bradford, Jose Fortes - 1999
1 Translating Chapel to Use FREERIDE: A Case Study in Using an HPC Language for Data-Intensive Computing – Bin Ren, Gagan Agrawal, Brad Chamberlain, Steve Deitz
8 Performance Prediction for Random Write Reductions: A Case Study in Modeling Shared Memory Programs – Ruoming Jin, Gagan Agrawal - 2002
2 Compiler and Runtime Support for Shared Memory Parallelization of Data Mining Algorithms – Xiaogang Li, Ruoming Jin, Gagan Agrawal - 2002
14 Processing Large-Scale Multidimensional Data in Parallel and Distributed Environments – Michael Beynon, Chialin Chang, Umit Catalyurek, Tahsin Kurc, Alan Sussman, Henrique Andrade, Renato Ferreira, Joel Saltz - 2002
2 Scaling Up Classifiers to Cloud Computers – Christopher Moretti Karsten Steinhaeuser