DocumentCode
2954791
Title
An Application Platform Enabling High Performance Grid Processing of Microarray Experiments
Author
Maglogiannis, Ilias ; Chatzioannou, Aristotelis ; Soldatos, John ; Mylonakis, Vasileios ; Kanaris, Yiannis
Author_Institution
Univ. of the Aegean, Mytilene
fYear
2007
fDate
20-22 June 2007
Firstpage
477
Lastpage
482
Abstract
Reliable microarray experiments are extremely computationally demanding given the need to perform complex calculations over a multitude of data. Grid computing can provide a remedy to this problem through accelerating the computations associated with microarray normalization, while at the same time providing access to vast amounts of federated storage resources. The present paper presents the application architecture for the HECTOR project, which aims at deploying software for microarray experiments over the Hellenic Grid infrastructure. Emphasis is given on a set of structuring principles that instruct how the various microarray software components are distributed on the Grid. These structuring principles are illustrated in the form of a coherent architecture enabling the operation of microarray applications over the Grid. The description of this architecture is oriented to Grid developers and users, since it focuses on the customization and use of the microarray applications over the Grid, rather than on issues relating to the Grid infrastructure and middleware.
Keywords
DNA; biology computing; HECTOR project; cDNA microarray experiments; grid developers; grid processing; grid users; microarray normalization; microarray software components; structuring principles; Application software; Bioinformatics; Chemicals; Computer architecture; Costs; Design for experiments; Gene expression; Genomics; Grid computing; Machinery; GRID technologies; MPI (Message Passing Interface); cDNA microarray experiments; data normalization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Based Medical Systems, 2007. CBMS '07. Twentieth IEEE International Symposium on
Conference_Location
Maribor
ISSN
1063-7125
Print_ISBN
0-7695-2905-4
Type
conf
DOI
10.1109/CBMS.2007.19
Filename
4262694
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