Towards a high level programming paradigm to deploy e-science applications with dynamic workflows on large scale distributed systems

Ben Belgacem, Mohamed (CUI, University of Geneva, Geneva, Switzerland) ; Abdennadher, Nabil (School of Engineering, Architecture and Landscape (hepia), HES-SO // University of Applied Sciences Western Switzerland)

This papers targeted scientists and programmers who need to easily develop and run e-science applications on large scale distributed systems. We present a rich programming paradigm and environment used to develop and deploy high performance applications (HPC) on large scale distributed and heterogeneous platforms. We particularly target iterative e-science applications where (i) convergence conditions and number of jobs are not known in advance, (ii) jobs are created on the fly and (iii) jobs could be persistent. We propose two programming paradigms so as to provide intuitive statements enabling an easy writing of HPC e-science applications. Non-expert developers (scientific researchers) can use them to guarantee fast development and efficient deployment of their applications.


Keywords:
Conference Type:
full paper
Faculty:
Ingénierie et Architecture
School:
HEPIA - Genève
Institute:
inIT - Institut d'Ingénierie Informatique et des Télécommunications
Publisher:
Shenzhen, China, 4-7 May 2015
Date:
2015-05
Shenzhen, China
4-7 May 2015
Pagination:
20 p.
Published in:
Proceedings of 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, 4-7 May 2015, Shenzhen, China
Numeration (vol. no.):
pp. 292-301
DOI:
ISBN:
978-1-4799-8006-2
Appears in Collection:

Note: The status of this file is: restricted


 Record created 2020-07-10, last modified 2020-07-14

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