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IPPS
2007
IEEE
15 years 4 months ago
Experimental Evaluation of Emerging Multi-core Architectures
The trend of increasing speed and complexity in the single-core processor as stated in the Moore’s law is facing practical challenges. As a result, the multi-core processor arch...
Abdullah Kayi, Yiyi Yao, Tarek A. El-Ghazawi, Greg...
MCS
2007
Springer
15 years 4 months ago
An Experimental Study on Rotation Forest Ensembles
Rotation Forest is a recently proposed method for building classifier ensembles using independently trained decision trees. It was found to be more accurate than bagging, AdaBoost...
Ludmila I. Kuncheva, Juan José Rodrí...
ADVIS
2004
Springer
15 years 3 months ago
Multiple Sets of Rules for Text Categorization
An important issue in text mining is how to make use of multiple pieces knowledge discovered to improve future decisions. In this paper, we propose a new approach to combining mult...
Yaxin Bi, Terry J. Anderson, Sally I. McClean
CSE
2011
IEEE
13 years 9 months ago
Performance Modeling of Hybrid MPI/OpenMP Scientific Applications on Large-scale Multicore Cluster Systems
In this paper, we present a performance modeling framework based on memory bandwidth contention time and a parameterized communication model to predict the performance of OpenMP, M...
Xingfu Wu, Valerie E. Taylor
HPDC
2008
IEEE
14 years 10 months ago
Code coverage, performance approximation and automatic recognition of idioms in scientific applications
Basic data flow patterns which we call idioms, such as stream, transpose, reduction, random access and stencil, are common in scientific numerical applications. We hypothesize tha...
Jiahua He, Allan Snavely, Rob F. Van der Wijngaart...