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CCGRID
2008
IEEE
13 years 11 months ago
Clustered Workflow Execution of Retargeted Data Analysis Scripts
Daniel L. Wang, Charles S. Zender, Stephen F. Jenk...
IPAW
2010
13 years 2 months ago
StarFlow: A Script-Centric Data Analysis Environment
We introduce StarFlow, a script-centric environment for data analysis. StarFlow has four main features: (1) extraction of control and data-flow dependencies through a novel combina...
Elaine Angelino, Daniel Yamins, Margo I. Seltzer
BMCBI
2005
104views more  BMCBI 2005»
13 years 4 months ago
Wildfire: distributed, Grid-enabled workflow construction and execution
Background: We observe two trends in bioinformatics: (i) analyses are increasing in complexity, often requiring several applications to be run as a workflow; and (ii) multiple CPU...
Francis Tang, Ching Lian Chua, Liang-Yoong Ho, Yun...
CCGRID
2010
IEEE
13 years 2 months ago
File-Access Characteristics of Data-Intensive Workflow Applications
This paper studies five real-world data intensive workflow applications in the fields of natural language processing, astronomy image analysis, and web data analysis. Data intensiv...
Takeshi Shibata, SungJun Choi, Kenjiro Taura
ICDE
2012
IEEE
224views Database» more  ICDE 2012»
11 years 7 months ago
Exploiting Common Subexpressions for Cloud Query Processing
—Many companies now routinely run massive data analysis jobs – expressed in some scripting language – on large clusters of low-end servers. Many analysis scripts are complex ...
Yasin N. Silva, Paul-Ake Larson, Jingren Zhou