TITLE

Cloud Technologies for Microsoft Computational Biology Tools

AUTHOR(S)
Rao, N.Narasimha; Devi, Rajani
PUB. DATE
June 2012
SOURCE
International Journal of Advanced Information Technology;Jun2012, Vol. 2 Issue 3, p1
SOURCE TYPE
Academic Journal
DOC. TYPE
Article
ABSTRACT
Executing large number of self-regulating tasks or tasks that execute minimal inter-task communication in analogous is a common requirement in many domains. In this paper, we present our knowledge in applying two new Microsoft technologies Dryad and Azure to three bioinformatics applications. We also contrast with traditional MPI and Apache Hadoop MapReduce completion in one example. The applications are an EST (Expressed Sequence Tag) series assembly program, PhyloD statistical package to recognize HLA-associated viral evolution, and a pairwise Alu gene alignment application. We give detailed presentation discussion on a 768 core Windows HPC Server cluster and an Azure cloud. All the applications start with a "doubly data parallel step" connecting independent data chosen from two parallel (EST, Alu) or two different databases (PhyloD). There are different structures for final stages in each application.
ACCESSION #
82373796

 

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