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Using Probabilistic Characterization to Reduce Runtime Faults in HPC Systems
Found in: Cluster Computing and the Grid, IEEE International Symposium on
By Jim Brandt, Bert Debusschere, Ann Gentile, Jackson Mayo, Philippe P├ębay, David Thompson, Matthew Wong
Issue Date:May 2008
pp. 759-764
The current trend in high performance computing is to aggregate ever larger numbers of processing and interconnection elements in order to achieve desired levels of computational power, This, however, also comes with a decrease in the Mean Time To Interrup...
Multiparameter Spectral Representation of Noise-Induced Competence in Bacillus Subtilis
Found in: IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
By Bert Debusschere, Cosmin Safta, Habib Najm, Khachik Sargsyan
Issue Date:November 2012
pp. 1709-1723
In this work, the problem of representing a stochastic forward model output with respect to a large number of input parameters is considered. The methodology is applied to a stochastic reaction network of competence dynamics in Bacillus subtilis bacterium....