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2008

Large-Scale Biomedical Image Analysis in Grid Environments

8 years 3 months ago
Large-Scale Biomedical Image Analysis in Grid Environments
Abstract--This paper presents the application of a componentbased Grid middleware system for processing extremely large images obtained from digital microscopy devices. We have developed parallel, out-of-core techniques for different classes of data processing operations employed on images from confocal microscopy scanners. These techniques are combined into a data preprocessing and analysis pipeline using the component-based middleware system. The experimental results show that: 1) our implementation achieves good performance and can handle very large datasets on high-performance Grid nodes, consisting of computation and/or storage clusters and 2) it can take advantage of Grid nodes connected over high-bandwidth wide-area networks by combining task and data parallelism.
Vijay S. Kumar, Benjamin Rutt, Tahsin M. Kur&ccedi
Added 15 Dec 2010
Updated 15 Dec 2010
Type Journal
Year 2008
Where TITB
Authors Vijay S. Kumar, Benjamin Rutt, Tahsin M. Kurç, Ümit V. Çatalyürek, T. C. Pan, Sunny Chow, Stephan Lamont, Maryann E. Martone, Joel H. Saltz
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