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IMCSIT
2010
15 years 1 months ago
Multi-level Parallelization with Parallel Computational Services in BeesyCluster
The paper presents a concept, implementation and real examples of dynamic parallelization of computations using services derived from MPI applications deployed in the BeesyCluster ...
Pawel Czarnul
ICDCS
2003
IEEE
16 years 10 days ago
Performance Guarantees for Cluster-Based Internet Services
As web-based transactions become an essential element of everyday corporate and commerce activities, it becomes increasingly important that the performance of web-based services b...
Chang Li, Gang Peng, Kartik Gopalan, Tzi-cker Chiu...
BMCBI
2008
115views more  BMCBI 2008»
15 years 7 months ago
Genome-scale cluster analysis of replicated microarrays using shrinkage correlation coefficient
Background: Currently, clustering with some form of correlation coefficient as the gene similarity metric has become a popular method for profiling genomic data. The Pearson corre...
Jianchao Yao, Chunqi Chang, Mari L. Salmi, Yeung S...
CLUSTER
2006
IEEE
16 years 1 months ago
A Parallel Algorithm for the Solution of the Deconvolution Problem on Heterogeneous Networks
In this work we present a parallel algorithm for the solution of a least squares problem with structured matrices. This problem arises in many applications mainly related to digit...
Pedro Alonso, Antonio M. Vidal, Alexey L. Lastovet...
BMCBI
2006
119views more  BMCBI 2006»
15 years 7 months ago
LS-NMF: A modified non-negative matrix factorization algorithm utilizing uncertainty estimates
Background: Non-negative matrix factorisation (NMF), a machine learning algorithm, has been applied to the analysis of microarray data. A key feature of NMF is the ability to iden...
Guoli Wang, Andrew V. Kossenkov, Michael F. Ochs