Paper Info
Title
Towards a High Level Programming Paradigm to Deploy e-Science Applications with Dynamic Workflows on Large Scale Distributed Systems
Abstract
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.
Year
DOI
Venue
2015
10.1109/CCGrid.2015.147
Cluster Computing and the Grid
Field
DocType
ISSN
Functional reactive programming,Programming paradigm,e-Science,Computer science,Inductive programming,High-level programming language,Reactive programming,Concurrent object-oriented programming,Service-oriented programming,Distributed computing
Conference
2376-4414
Citations 
PageRank 
References 
1
0.42
12
Authors
2
Name
Order
Citations
PageRank
Mohamed Ben Belgacem1577.42
Nabil Abdennadher28912.93