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IPPS
2006
IEEE
15 years 10 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 10 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 10 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 10 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 10 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...