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On the Easy Use of Scientific Computing Services for Large Scale Linear Algebra and Parallel Decision Making with the P-Grade Portal
- Source :
- Journal of Grid Computing, Journal of Grid Computing, Springer Verlag, 2013, vol. 11 (n° 2), pp. 239-248. ⟨10.1007/s10723-013-9254-7⟩, Journal of Grid Computing, Springer Verlag, 2013, vol. 11 (n° 2), pp. 239-248. 〈10.1007/s10723-013-9254-7〉, ICT FP7 Publications Database, Hyper Article en Ligne, OpenAIRE, INRIA a CCSD electronic archive server, Open Archive Toulouse Archive Ouverte
- Publication Year :
- 2013
- Publisher :
- Springer Verlag (Germany), 2013.
-
Abstract
- International audience; Scientific research is becoming increasingly dependent on the large-scale analysis of data using distributed computing infrastructures (Grid, cloud, GPU, etc.). Scientific computing (Petitet et al. 1999) aims at constructing mathematical models and numerical solution techniques for solving problems arising in science and engineering. In this paper, we describe the services of an integrated portal based on the P-Grade (Parallel Grid Run-time and Application Development Environment) portal (http://www.p-grade.hu) that enables the solution of large-scale linear systems of equations using direct solvers, makes easier the use of parallel block iterative algorithm and provides an interface for parallel decision making algorithms. The ultimate goal is to develop a single sign on integrated multi-service environment providing an easy access to different kind of mathematical calculations and algorithms to be performed on hybrid distributed computing infrastructures combining the benefits of large clusters, Grid or cloud, when needed.
- Subjects :
- Computer Networks and Communications
Iterative method
Computer science
Interface (computing)
Distributed computing
Parallel Decision Making
Cloud computing
010103 numerical & computational mathematics
02 engineering and technology
computer.software_genre
01 natural sciences
Computational science
[ INFO.INFO-DC ] Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC]
0202 electrical engineering, electronic engineering, information engineering
0101 mathematics
Advanced Trading
Block (data storage)
Sparse Linear Algebra Solvers
business.industry
P-grade Portal
Grid
Calcul parallèle, distribué et partagé
Grid computing
Hardware and Architecture
Linear algebra
020201 artificial intelligence & image processing
Single sign-on
[INFO.INFO-DC]Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC]
business
computer
Software
Information Systems
Subjects
Details
- Language :
- English
- ISSN :
- 15707873 and 15729184
- Database :
- OpenAIRE
- Journal :
- Journal of Grid Computing, Journal of Grid Computing, Springer Verlag, 2013, vol. 11 (n° 2), pp. 239-248. ⟨10.1007/s10723-013-9254-7⟩, Journal of Grid Computing, Springer Verlag, 2013, vol. 11 (n° 2), pp. 239-248. 〈10.1007/s10723-013-9254-7〉, ICT FP7 Publications Database, Hyper Article en Ligne, OpenAIRE, INRIA a CCSD electronic archive server, Open Archive Toulouse Archive Ouverte
- Accession number :
- edsair.doi.dedup.....0fbb4b552af20d8eb18c1a040ccb528c