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Development Effort and Performance Trade-off in High-Level Parallel Programming

Joeffrey Legaux 1 Sylvain Jubertie 2 Frédéric Loulergue 2, * 
* Corresponding author
2 Pamda - Parallélisme et bases de données
LIFO - Laboratoire d'Informatique Fondamentale d'Orléans
Abstract : Research on high-level parallel programming approaches systematically evaluate the performance of applications written using these approaches and informally argue that high-level parallel programming languages or libraries increase the productivity of programmers. In this paper we present a methodology that allows to evaluate the trade-off between programming effort and performance of applications developed using different programming models. We apply this methodology on some implementations of a function solving the all nearest smaller values problem. The high-level implementation is based on a new version of the BSP homomorphism algorithmic skeleton.
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Contributor : Frédéric Loulergue Connect in order to contact the contributor
Submitted on : Saturday, June 28, 2014 - 1:47:33 PM
Last modification on : Tuesday, January 18, 2022 - 5:44:03 PM


  • HAL Id : hal-01016180, version 1



Joeffrey Legaux, Sylvain Jubertie, Frédéric Loulergue. Development Effort and Performance Trade-off in High-Level Parallel Programming. International Conference on High Performance Computing and Simulation (HPCS), 2014, Bologna, Italy. ⟨hal-01016180⟩



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