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IPPS
2006
IEEE
15 years 3 months ago
Parallelization of module network structure learning and performance tuning on SMP
As an extension of Bayesian network, module network is an appropriate model for inferring causal network of a mass of variables from insufficient evidences. However learning such ...
Hongshan Jiang, Chunrong Lai, Wenguang Chen, Yuron...
IPPS
2006
IEEE
15 years 3 months ago
Parallel ICA methods for EEG neuroimaging
HiPerSAT, a C++ library and tools, processes EEG data sets with ICA (Independent Component Analysis) methods. HiPerSAT uses BLAS, LAPACK, MPI and OpenMP to achieve a high performa...
D. B. Keith, C. C. Hoge, Robert M. Frank, Allen D....
IPPS
2006
IEEE
15 years 3 months ago
Recent advances in checkpoint/recovery systems
Checkpoint and Recovery (CPR) systems have many uses in high-performance computing. Because of this, many developers have implemented it, by hand, into their applications. One of ...
Greg Bronevetsky, Rohit Fernandes, Daniel Marques,...
IPPS
2006
IEEE
15 years 3 months ago
Parallel implementation and performance characterization of MUSCLE
Multiple sequence alignment is a fundamental and very computationally intensive task in molecular biology. MUSCLE, a new algorithm for creating multiple alignments of protein sequ...
Xi Deng, Eric Li, Jiulong Shan, Wenguang Chen
SBACPAD
2006
IEEE
148views Hardware» more  SBACPAD 2006»
15 years 3 months ago
Scalable Parallel Implementation of Bayesian Network to Junction Tree Conversion for Exact Inference
We present a scalable parallel implementation for converting a Bayesian network to a junction tree, which can then be used for a complete parallel implementation for exact inferen...
Vasanth Krishna Namasivayam, Animesh Pathak, Vikto...