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Technical Reports

Technical reports published by the Computational Science and Engineering Division.
GT-CSE-08-01
Sparse Nonnegative Matrix Factorization for Clustering
Jingu Kim
Haesun Park

GT-CSE-08-02
SNARE: Spatio-temporal Network-level Automatic Reputation Engine
Nadeem Ahmed Syed
Nick Feamster
Alexander G.Gray
Sven Krasser

GT-CSE-08-03.pdf
Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons
Jingu Kim
Haesun Park

GT-CSE-07-01
Non-Negative Matrix Factorization Based on Alternating Non-Negativity Constrained Least Squares and Active Set Method
Hyunsoo Kim
Haesun Park

GT-CSE-07-21
Fast Linear Discriminant Analysis using QR Decomposition and Regularization
Haesun Park
Barry L. Drake
Sangmin Lee
Cheong Hee Park

GT-CSE-06-01
A Fast, Parallel Spanning Tree Algorithm for Symmetric Multiprocessors (SMPs)
David A. Bader
Guojing Cong

GT-CSE-06-02
Designing Irregular Parallel Algorithms With Mutual Exclusion and Lock-free Protocols
Guojing Cong
David A. Bader

GT-CSE-06-03
An Experimental Study of Parallel Biconnected Components Algorithms on Symmetric Multiprocessors (SMPs)
Guojing Cong
David A. Bader

GT-CSE-06-04
On the Architectural Requirements for Efficient Execution of Graph Algorithms
David A. Bader
Guojing Cong

GT-CSE-06-05
A Cache-Aware Parallel Implementation of the Push-Relabel Network Flow Algorithm and Experimental Evaluation of the Gap Relabeling Heuristic
David A. Bader
Vipin Sachdeva

GT-CSE-06-06
An Empirical Analysis of Parallel Random Permutation Algorithms on SMPs
Guojing Cong
David A. Bader

GT-CSE-06-07
BioPerf: A Benchmark Suite to Evaluate High-Performance Computer Architecture on Bioinformatics Applications
David A. Bader
Yue LI
Tao Li
Vipin Sachdeva

GT-CSE-06-08
An Open Benchmark Suite for Evaluating Computer Architecture on Bioinformatics and Life Science Applications
David A. Bader
Vipin Sachdeva

GT-CSE-06-09
Design and Implementation of the HPCS Graph Analysis Benchmark on Symmetric Multiprocessors
David A. Bader
Kamesh Madduri

GT-CSE-06-10
Performance Analysis of Parallel Programs via Message-Passing Graph Traversal
Matthew J. Sottile
Vaddadi P. Chandu
David A. Bader

GT-CSE-06-11
ExactMP: An Efficient Parallel Exact Solver for Phylogenetic Tree Reconstruction Using Maximum Parsimony
David A. Bader
Vaddadi P. Chandu
Mi Yan

GT-CSE-06-12
Designing Multithreaded Algorithms for Breadth-First Search and st-connectivity on the Cray MTA-2
David A. Bader
Kamesh Madduri

GT-CSE-06-13
Parallel Algorithms for Evaluating Centrality Indices in Real-World Networks
David A. Bader
Kamesh Madduri

GT-CSE-06-14
A Comparison of Generalized Linear Discriminant Analysis Algorithms
Cheong Hee Park
Haesun Park

GT-CSE-06-15
Multiclass Classifiers Based on Dimension Reduction with Generalized LDA
Hyunsoo Kim
Barry l. Drake
Haesun Park


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