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» Scientific workflow management and the Kepler system
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2009
ACM
13 years 11 months ago
Kepler + Hadoop: a general architecture facilitating data-intensive applications in scientific workflow systems
MapReduce provides a parallel and scalable programming model for data-intensive business and scientific applications. MapReduce and its de facto open source project, called Hadoop...
Jianwu Wang, Daniel Crawl, Ilkay Altintas
CONCURRENCY
2006
41views more  CONCURRENCY 2006»
13 years 4 months ago
Scientific workflow management and the Kepler system
Bertram Ludäscher, Ilkay Altintas, Chad Berkl...
WAIM
2005
Springer
13 years 10 months ago
Using Web Services and Scientific Workflow for Species Distribution Prediction Modeling
Species distribution prediction modeling plays a key role in biodiversity research. We propose to publish both species distribution data and modeling components as Web services and...
Jianting Zhang, Deana Pennington, William Michener
DILS
2006
Springer
13 years 8 months ago
Collection-Oriented Scientific Workflows for Integrating and Analyzing Biological Data
Steps in scientific workflows often generate collections of results, causing the data flowing through workflows to become increasingly nested. Because conventional workflow compone...
Timothy M. McPhillips, Shawn Bowers, Bertram Lud&a...
ICWS
2004
IEEE
13 years 6 months ago
A Web Service Composition and Deployment Framework for Scientific Workflows
This poster presents the web services framework in the Kepler scientific workflow system and illustrates them with a real-world example.
Ilkay Altintas, Efrat Jaeger, Kai Lin, Bertram Lud...