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

J Montagnat, B Isnard, T Glatard… - Proceedings of the 4th …, 2009 - dl.acm.org
J Montagnat, B Isnard, T Glatard, K Maheshwari, MB Fornarino
Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, 2009dl.acm.org
Different scientific workflow languages have been developed to help programmers in
designing complex data analysis procedures. However, little effort has been invested in
comparing 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
distributed computing. The language proposed is data-driven for easing the expression of
parallel flows. It leverages array programming principles to ease data-intensive applications …
Different scientific workflow languages have been developed to help programmers in designing complex data analysis procedures. However, little effort has been invested in comparing 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 distributed 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 iteration strategies while avoiding unnecessary programming constructs. It allows programmers to express a wide set of applications in a compact framework.
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