Simple parallel statistical computing in R

AJ Rossini, L Tierney, N Li - Journal of computational and …, 2007 - Taylor & Francis
Theoretically, many modern statistical procedures are trivial to parallelize. However,
practical deployment of a parallelized implementation which is robust and reliably runs on …

Distributed evaluation of functional BSP programs

F Loulergue - Parallel Processing Letters, 2001 - World Scientific
The BS λp-calculus is a calculus of functional bulk synchronous parallel (BSP) programs. It
is the basis for the design of a bulk synchronous parallel ML language. For data-parallel …

[PDF][PDF] Parallel composition and bulk synchronous parallel functional programming.

F Loulergue - Scottish Functional Programming Workshop, 2000 - Citeseer
The work described here is part of our research program to investigate new paradigms for
declarative parallel programming through special interpretations of standard semantics. Our …

[PDF][PDF] Approches fonctionnelles de la programmation parallèle et des méta-ordinateurs. Sémantiques, implantations et certification.

F Gava - 2005 - theses.hal.science
Certains problèmes nécessitent des performances que seules les machines massivement
parallèles ou les méta-ordinateurs peuvent offrir. L'écriture d'algorithmes pour ce type de …

A portable implementation for Objective Caml Flight

E Chailloux, C Foisy - Parallel Processing Letters, 2003 - World Scientific
Caml-Flight is a data-parallel extension for Caml Light. It is an intermediate, portable and
mostly deterministic functional language for distributed memory multiprocessors (DMM). Its …

[PDF][PDF] Semantics and implementation of minimally synchronous parallel ML

F Loulergue, F Gava, M Arapinis, F Dabrowski - International Journal of …, 2004 - lacl.fr
This paper presents a new functional parallel language: Minimally Synchronous Parallel ML
(MSPML). The execution time can be estimated, dead-locks and indeterminism are avoided …

A modular implementation of data structures in bulk-synchronous parallel ML

F Gava - Parallel Processing Letters, 2008 - World Scientific
A functional data-parallel language called BSML has been designed for programming Bulk-
Synchronous Parallel algorithms. Many sequential algorithms do not have parallel …

[PDF][PDF] Versatility of bulk synchronous parallel computing: from the heterogeneous cluster to the system on chip.

O Bonorden - 2008 - core.ac.uk
Zusammenfassung Der Bedarf an Rechenleistung in den Wissenschaften und der Industrie
steigt ständig an. Bei der Entwicklung schnellerer Prozessoren gelangt man allerdings an …

[PDF][PDF] Mspml: Environnements de communication et tolérance au pannes

A Belbekkouche - Mémoire de master de recherche en …, 2005 - researchgate.net
Résumé Certains problemes nécessitent des performances que seules les machines
massivement paralleles peuvent offrir. Leur programmation demeure néanmoins difficile …

Objective caml for multicore architectures

M Bourgoin, B Canou, E Chailloux, A Jonquet… - arXiv preprint arXiv …, 2020 - arxiv.org
Objective Caml is a famous dialect of the ML family languages. It is well-known for its
performance as a compiled programming language, notably thanks to its incremental …