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A data-driven workflow language for grids based on array programming principles

Abstract : Different scientific workflow languages have been developed to help programmers in designing complex data analysis pro- cedures. However, little effort has been invested in com- paring and finding a common root for existing approaches. This work is motivated by the search for a scientific workflow language which coherently integrates different aspects of dis- tributed computing. The language proposed is data-driven for easing the expression of parallel flows. It leverages array programming principles to ease data-intensive applications design. It provides a rich set of control structures and it- eration strategies while avoiding unnecessary programming constructs. It allows programmers to express a wide set of applications in a compact framework.
Mots-clés : Languages Design
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Submitted on : Sunday, March 11, 2012 - 11:07:42 PM
Last modification on : Saturday, September 11, 2021 - 3:18:09 AM
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Johan Montagnat, Benjamin Isnard, Tristan Glatard, Ketan Maheshwari, Mireille Blay-Fornarino. A data-driven workflow language for grids based on array programming principles. International conference on High Performance Computing, networking, storage and analysis (SC09), Nov 2009, Portland, United States. pp.1-10, ⟨10.1145/1645164.1645171⟩. ⟨hal-00677806⟩



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