GANGA : a tool for computational-task management and easy access to Grid resources

Moscicki, J. T. and Brochu, F. and Ebke, J. and Egede, U. and Elmsheuser, J. and Harrison, K. and Jones, R. W. L. and Lee, H. C. and Liko, D. and Maier, A. and Muraru, A. and Patrick, G. N. and Pajchel, K. and Reece, W. and Samset, B. H. and Slater, M. W. and Soroko, A. and Tan, C. L. and van der Ster, D. C. and Williams, M. (2009) GANGA : a tool for computational-task management and easy access to Grid resources. Computer Physics Communications, 180 (11). pp. 2303-2316. ISSN 0010-4655

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In this paper, we present the computational task-management tool GANGA, which allows for the specification, Submission, bookkeeping and post-processing Of Computational tasks on a wide set of distributed resources. GANGA has been developed to solve a problem increasingly common in scientific projects, which is that researchers must regularly switch between different processing systems, each with its own command set, to complete their computational tasks. GANGA provides a homogeneous environment for processing data on heterogeneous resources. We give examples from High Energy Physics, demonstrating how an analysis can be developed on a local system and then transparently moved to a Grid system for processing of all available data. GANGA has an API that can be used via an interactive interface, in scripts, or through a GUI. Specific knowledge about types of tasks or computational resources is provided at run-time through a plugin system, making new developments easy to integrate. We give an overview of the GANGA architecture, give examples of current use, and demonstrate how GANGA can be used in many different areas of science.

Item Type:
Journal Article
Journal or Publication Title:
Computer Physics Communications
Uncontrolled Keywords:
?? grid computingdata miningtask managementuser interfaceinteroperabilitysystem integrationapplication configurationenvironmentframeworkprojectservicehephardware and architecturephysics and astronomy(all) ??
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Deposited On:
08 Jul 2015 14:06
Last Modified:
14 Feb 2024 00:55