ARTÍCULO
TITULO

Exascale Machines Require New Programming Paradigms and Runtimes

Georges Da Costa    
Thomas Fahringer    
Juan Antonio Rico Gallego    
Ivan Grasso    
Atanas Hristov    
Helen D. Karatza    
Alexey Lastovetsky    
Fabrizio Marozzo    
Dana Petcu    
Georgios L. Stavrinides    
Domenico Talia    
Paolo Trunfio    
Hrachya Astsatryan    

Resumen

Extreme scale parallel computing systems will have tens of thousands of optionally accelerator-equiped nodes with hundreds of cores each, as well as deep memory hierarchies and complex interconnect topologies. Such Exascale systems will provide hardware parallelism at multiple levels and will be energy constrained. Their extreme scale and the rapidly deteriorating reliablity of their hardware components means that Exascale systems will exhibit low mean-time-between-failure values. Furthermore, existing programming models already require heroic programming and optimisation efforts to achieve high efficiency on current supercomputers. Invariably, these efforts are platform-specific and non-portable. In this paper we will explore the shortcomings of existing programming models and runtime systems for large scale computing systems. We then propose and discuss important features of programming paradigms and runtime system to deal with large scale computing systems with a special focus on data-intensive applications and resilience.Finally, we also discuss code sustainability issues and propose several software metrics that are of paramount importance for code development for large scale computing systems.

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