High performance development for high end computing with python language wrapper (PLW)

Piotr Luszczek, Jack Dongarra

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

This paper presents a design and implementation of a system that leverages interactive scripting environment to the needs of scientific computing. The system allows seamless translation of high level script codes to highly optimized native language executables that can be ported to parallel systems with high performance hardware and potential lack of the scripting language interpreter. Performance results are given to show various usage scenarios that differ in terms of invested programmer's effort and resulting performance gains.

Original languageEnglish
Pages (from-to)360-369
Number of pages10
JournalInternational Journal of High Performance Computing Applications
Volume21
Issue number3
DOIs
StatePublished - Aug 2007

Keywords

  • High performance parallel computing
  • Phython compilation
  • Rapid application development
  • Scripting languages
  • Static typing

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